fix: edge case for access control of agent listing, added tests

- Refactored `getListAgentsByAccess` to streamline query construction for accessible agents.
- Added comprehensive security tests for `getListAgentsByAccess` and `getListAgentsHandler` to ensure proper access control and filtering based on user permissions.
- Enhanced test coverage for various scenarios, including pagination, category filtering, and handling of non-existent IDs.

.env.example

@@ -40,13 +40,6 @@ NO_INDEX=true
 # Defaulted to 1.
 TRUST_PROXY=1
 
-# Minimum password length for user authentication
-# Default: 8
-# Note: When using LDAP authentication, you may want to set this to 1 
-# to bypass local password validation, as LDAP servers handle their own
-# password policies.
-# MIN_PASSWORD_LENGTH=8
-
 #===============#
 # JSON Logging  #
 #===============#
@@ -163,10 +156,10 @@ GOOGLE_KEY=user_provided
 # GOOGLE_AUTH_HEADER=true
 
 # Gemini API (AI Studio)
-# GOOGLE_MODELS=gemini-2.5-pro,gemini-2.5-flash,gemini-2.5-flash-lite,gemini-2.0-flash,gemini-2.0-flash-lite
+# GOOGLE_MODELS=gemini-2.5-pro,gemini-2.5-flash,gemini-2.5-flash-lite-preview-06-17,gemini-2.0-flash,gemini-2.0-flash-lite
 
 # Vertex AI
-# GOOGLE_MODELS=gemini-2.5-pro,gemini-2.5-flash,gemini-2.5-flash-lite,gemini-2.0-flash-001,gemini-2.0-flash-lite-001
+# GOOGLE_MODELS=gemini-2.5-pro,gemini-2.5-flash,gemini-2.5-flash-lite-preview-06-17,gemini-2.0-flash-001,gemini-2.0-flash-lite-001
 
 # GOOGLE_TITLE_MODEL=gemini-2.0-flash-lite-001
 
@@ -196,7 +189,7 @@ GOOGLE_KEY=user_provided
 #============#
 
 OPENAI_API_KEY=user_provided
-# OPENAI_MODELS=gpt-5,gpt-5-codex,gpt-5-mini,gpt-5-nano,o3-pro,o3,o4-mini,gpt-4.1,gpt-4.1-mini,gpt-4.1-nano,o3-mini,o1-pro,o1,gpt-4o,gpt-4o-mini
+# OPENAI_MODELS=o1,o1-mini,o1-preview,gpt-4o,gpt-4.5-preview,chatgpt-4o-latest,gpt-4o-mini,gpt-3.5-turbo-0125,gpt-3.5-turbo-0301,gpt-3.5-turbo,gpt-4,gpt-4-0613,gpt-4-vision-preview,gpt-3.5-turbo-0613,gpt-3.5-turbo-16k-0613,gpt-4-0125-preview,gpt-4-turbo-preview,gpt-4-1106-preview,gpt-3.5-turbo-1106,gpt-3.5-turbo-instruct,gpt-3.5-turbo-instruct-0914,gpt-3.5-turbo-16k
 
 DEBUG_OPENAI=false
 
@@ -254,10 +247,6 @@ AZURE_AI_SEARCH_SEARCH_OPTION_SELECT=
 
 # OpenAI Image Tools Customization
 #----------------
-# IMAGE_GEN_OAI_API_KEY= # Create or reuse OpenAI API key for image generation tool
-# IMAGE_GEN_OAI_BASEURL= # Custom OpenAI base URL for image generation tool
-# IMAGE_GEN_OAI_AZURE_API_VERSION= # Custom Azure OpenAI deployments
-# IMAGE_GEN_OAI_DESCRIPTION=
 # IMAGE_GEN_OAI_DESCRIPTION_WITH_FILES=Custom description for image generation tool when files are present
 # IMAGE_GEN_OAI_DESCRIPTION_NO_FILES=Custom description for image generation tool when no files are present
 # IMAGE_EDIT_OAI_DESCRIPTION=Custom description for image editing tool
@@ -463,9 +452,6 @@ OPENID_CALLBACK_URL=/oauth/openid/callback
 OPENID_REQUIRED_ROLE=
 OPENID_REQUIRED_ROLE_TOKEN_KIND=
 OPENID_REQUIRED_ROLE_PARAMETER_PATH=
-OPENID_ADMIN_ROLE=
-OPENID_ADMIN_ROLE_PARAMETER_PATH=
-OPENID_ADMIN_ROLE_TOKEN_KIND=
 # Set to determine which user info property returned from OpenID Provider to store as the User's username
 OPENID_USERNAME_CLAIM=
 # Set to determine which user info property returned from OpenID Provider to store as the User's name
@@ -657,12 +643,6 @@ HELP_AND_FAQ_URL=https://librechat.ai
 # Google tag manager id
 #ANALYTICS_GTM_ID=user provided google tag manager id
 
-# limit conversation file imports to a certain number of bytes in size to avoid the container
-# maxing out memory limitations by unremarking this line and supplying a file size in bytes
-# such as the below example of 250 mib
-# CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES=262144000
-
-
 #===============#
 # REDIS Options #
 #===============#
@@ -680,10 +660,6 @@ HELP_AND_FAQ_URL=https://librechat.ai
 # REDIS_URI=rediss://127.0.0.1:6380
 # REDIS_CA=/path/to/ca-cert.pem
 
-# Elasticache may need to use an alternate dnsLookup for TLS connections.  see "Special Note: Aws Elasticache Clusters with TLS" on this webpage: https://www.npmjs.com/package/ioredis
-# Enable alternative dnsLookup for redis
-# REDIS_USE_ALTERNATIVE_DNS_LOOKUP=true
-
 # Redis authentication (if required)
 # REDIS_USERNAME=your_redis_username
 # REDIS_PASSWORD=your_redis_password
@@ -703,18 +679,8 @@ HELP_AND_FAQ_URL=https://librechat.ai
 # REDIS_PING_INTERVAL=300
 
 # Force specific cache namespaces to use in-memory storage even when Redis is enabled
-# Comma-separated list of CacheKeys (e.g., ROLES,MESSAGES)
-# FORCED_IN_MEMORY_CACHE_NAMESPACES=ROLES,MESSAGES
-
-# Leader Election Configuration (for multi-instance deployments with Redis)
-# Duration in seconds that the leader lease is valid before it expires (default: 25)
-# LEADER_LEASE_DURATION=25
-# Interval in seconds at which the leader renews its lease (default: 10)
-# LEADER_RENEW_INTERVAL=10
-# Maximum number of retry attempts when renewing the lease fails (default: 3)
-# LEADER_RENEW_ATTEMPTS=3
-# Delay in seconds between retry attempts when renewing the lease (default: 0.5)
-# LEADER_RENEW_RETRY_DELAY=0.5
+# Comma-separated list of CacheKeys (e.g., STATIC_CONFIG,ROLES,MESSAGES)
+# FORCED_IN_MEMORY_CACHE_NAMESPACES=STATIC_CONFIG,ROLES
 
 #==================================================#
 #                      Others                      #
@@ -776,16 +742,3 @@ OPENWEATHER_API_KEY=
 # JINA_API_KEY=your_jina_api_key
 # or
 # COHERE_API_KEY=your_cohere_api_key
-
-#======================#
-# MCP Configuration    #
-#======================#
-
-# Treat 401/403 responses as OAuth requirement when no oauth metadata found
-# MCP_OAUTH_ON_AUTH_ERROR=true
-
-# Timeout for OAuth detection requests in milliseconds
-# MCP_OAUTH_DETECTION_TIMEOUT=5000
-
-# Cache connection status checks for this many milliseconds to avoid expensive verification
-# MCP_CONNECTION_CHECK_TTL=60000

.github/CONTRIBUTING.md

@@ -147,7 +147,7 @@ Apply the following naming conventions to branches, labels, and other Git-relate
 ## 8. Module Import Conventions
 
 - `npm` packages first, 
-     - from longest line (top) to shortest (bottom)
+     - from shortest line (top) to longest (bottom)
 
 - Followed by typescript types (pertains to data-provider and client workspaces)
      - longest line (top) to shortest (bottom)
@@ -157,8 +157,6 @@ Apply the following naming conventions to branches, labels, and other Git-relate
      - longest line (top) to shortest (bottom)
      - imports with alias `~` treated the same as relative import with respect to line length
 
-**Note:** ESLint will automatically enforce these import conventions when you run `npm run lint --fix` or through pre-commit hooks.
-
 ---
 
 Please ensure that you adapt this summary to fit the specific context and nuances of your project.

.github/workflows/cache-integration-tests.yml

@@ -1,96 +0,0 @@
-name: Cache Integration Tests
-
-on:
-  pull_request:
-    branches:
-      - main
-      - dev
-      - release/*
-    paths:
-      - 'packages/api/src/cache/**'
-      - 'packages/api/src/cluster/**'
-      - 'packages/api/src/mcp/**'
-      - 'redis-config/**'
-      - '.github/workflows/cache-integration-tests.yml'
-
-jobs:
-  cache_integration_tests:
-    name: Integration Tests that use actual Redis Cache
-    timeout-minutes: 30
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
-
-      - name: Use Node.js 20.x
-        uses: actions/setup-node@v4
-        with:
-          node-version: 20
-          cache: 'npm'
-
-      - name: Install Redis tools
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y redis-server redis-tools
-
-      - name: Start Single Redis Instance
-        run: |
-          redis-server --daemonize yes --port 6379
-          sleep 2
-          # Verify single Redis is running
-          redis-cli -p 6379 ping || exit 1
-
-      - name: Start Redis Cluster
-        working-directory: redis-config
-        run: |
-          chmod +x start-cluster.sh stop-cluster.sh
-          ./start-cluster.sh
-          sleep 10
-          # Verify cluster is running
-          redis-cli -p 7001 cluster info || exit 1
-          redis-cli -p 7002 cluster info || exit 1
-          redis-cli -p 7003 cluster info || exit 1
-
-      - name: Install dependencies
-        run: npm ci
-
-      - name: Build packages
-        run: |
-          npm run build:data-provider
-          npm run build:data-schemas
-          npm run build:api
-
-      - name: Run cache integration tests
-        working-directory: packages/api
-        env:
-          NODE_ENV: test
-          USE_REDIS: true
-          REDIS_URI: redis://127.0.0.1:6379
-          REDIS_CLUSTER_URI: redis://127.0.0.1:7001,redis://127.0.0.1:7002,redis://127.0.0.1:7003
-        run: npm run test:cache-integration:core
-
-      - name: Run cluster integration tests
-        working-directory: packages/api
-        env:
-          NODE_ENV: test
-          USE_REDIS: true
-          REDIS_URI: redis://127.0.0.1:6379
-        run: npm run test:cache-integration:cluster
-
-      - name: Run mcp integration tests
-        working-directory: packages/api
-        env:
-          NODE_ENV: test
-          USE_REDIS: true
-          REDIS_URI: redis://127.0.0.1:6379
-        run: npm run test:cache-integration:mcp
-
-      - name: Stop Redis Cluster
-        if: always()
-        working-directory: redis-config
-        run: ./stop-cluster.sh || true
-
-      - name: Stop Single Redis Instance
-        if: always()
-        run: redis-cli -p 6379 shutdown || true

.github/workflows/data-provider.yml

@@ -1,4 +1,4 @@
-name: Publish `librechat-data-provider` to NPM
+name: Node.js Package
 
 on:
   push:
@@ -6,12 +6,6 @@ on:
       - main
     paths:
       - 'packages/data-provider/package.json'
-  workflow_dispatch:
-    inputs:
-      reason:
-        description: 'Reason for manual trigger'
-        required: false
-        default: 'Manual publish requested'
 
 jobs:
   build:
@@ -20,7 +14,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-node@v4
         with:
-          node-version: 20
+          node-version: 16
       - run: cd packages/data-provider && npm ci
       - run: cd packages/data-provider && npm run build
 
@@ -31,7 +25,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-node@v4
         with:
-          node-version: 20
+          node-version: 16
           registry-url: 'https://registry.npmjs.org'
       - run: cd packages/data-provider && npm ci
       - run: cd packages/data-provider && npm run build

.github/workflows/helmcharts.yml

@@ -4,13 +4,12 @@ name: Build Helm Charts on Tag
 on:
   push:
     tags:
-      - "chart-*"
+      - "*"
 
 jobs:
   release:
     permissions:
       contents: write
-      packages: write
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
@@ -27,49 +26,15 @@ jobs:
         uses: azure/setup-helm@v4
         env:
           GITHUB_TOKEN: "${{ secrets.GITHUB_TOKEN }}"
-      
       - name: Build Subchart Deps
         run: |
-          cd helm/librechat
-          helm dependency build  
-          cd ../librechat-rag-api
-          helm dependency build      
+          cd helm/librechat-rag-api
+          helm dependency build 
 
-      - name: Get Chart Version
-        id: chart-version
-        run: |
-          CHART_VERSION=$(echo "${{ github.ref_name }}" | cut -d'-' -f2)
-          echo "CHART_VERSION=${CHART_VERSION}" >> "$GITHUB_OUTPUT"
-
-      # Log in to GitHub Container Registry
-      - name: Log in to GitHub Container Registry
-        uses: docker/login-action@v3
+      - name: Run chart-releaser
+        uses: helm/chart-releaser-action@v1.6.0
         with:
-          registry: ghcr.io
-          username: ${{ github.actor }}
-          password: ${{ secrets.GITHUB_TOKEN }}
-
-      # Run Helm OCI Charts Releaser
-      # This is for the librechat chart
-      - name: Release Helm OCI Charts for librechat
-        uses: appany/helm-oci-chart-releaser@v0.4.2
-        with:
-          name: librechat
-          repository: ${{ github.actor }}/librechat-chart
-          tag: ${{ steps.chart-version.outputs.CHART_VERSION }}
-          path: helm/librechat
-          registry: ghcr.io
-          registry_username: ${{ github.actor }}
-          registry_password: ${{ secrets.GITHUB_TOKEN }}
-      
-      # this is for the librechat-rag-api chart
-      - name: Release Helm OCI Charts for librechat-rag-api
-        uses: appany/helm-oci-chart-releaser@v0.4.2
-        with:
-          name: librechat-rag-api
-          repository: ${{ github.actor }}/librechat-chart
-          tag: ${{ steps.chart-version.outputs.CHART_VERSION }}
-          path: helm/librechat-rag-api
-          registry: ghcr.io
-          registry_username: ${{ github.actor }}
-          registry_password: ${{ secrets.GITHUB_TOKEN }}
+          charts_dir: helm
+          skip_existing: true
+        env:
+          CR_TOKEN: "${{ secrets.GITHUB_TOKEN }}"

.github/workflows/i18n-unused-keys.yml

@@ -1,10 +1,5 @@
 name: Detect Unused i18next Strings
 
-# This workflow checks for unused i18n keys in translation files.
-# It has special handling for:
-# - com_ui_special_var_* keys that are dynamically constructed
-# - com_agents_category_* keys that are stored in the database and used dynamically
-
 on:
   pull_request:
     paths:
@@ -12,7 +7,6 @@ on:
       - "api/**"
       - "packages/data-provider/src/**"
       - "packages/client/**"
-      - "packages/data-schemas/src/**"
 
 jobs:
   detect-unused-i18n-keys:
@@ -30,7 +24,7 @@ jobs:
 
           # Define paths
           I18N_FILE="client/src/locales/en/translation.json"
-          SOURCE_DIRS=("client/src" "api" "packages/data-provider/src" "packages/client" "packages/data-schemas/src")
+          SOURCE_DIRS=("client/src" "api" "packages/data-provider/src" "packages/client")
 
           # Check if translation file exists
           if [[ ! -f "$I18N_FILE" ]]; then
@@ -58,31 +52,6 @@ jobs:
                 fi
               done
               
-              # Also check if the key is directly used somewhere
-              if [[ "$FOUND" == false ]]; then
-                for DIR in "${SOURCE_DIRS[@]}"; do
-                  if grep -r --include=\*.{js,jsx,ts,tsx} -q "$KEY" "$DIR"; then
-                    FOUND=true
-                    break
-                  fi
-                done
-              fi
-            # Special case for agent category keys that are dynamically used from database
-            elif [[ "$KEY" == com_agents_category_* ]]; then
-              # Check if agent category localization is being used
-              for DIR in "${SOURCE_DIRS[@]}"; do
-                # Check for dynamic category label/description usage
-                if grep -r --include=\*.{js,jsx,ts,tsx} -E "category\.(label|description).*startsWith.*['\"]com_" "$DIR" > /dev/null 2>&1 || \
-                   # Check for the method that defines these keys
-                   grep -r --include=\*.{js,jsx,ts,tsx} "ensureDefaultCategories" "$DIR" > /dev/null 2>&1 || \
-                   # Check for direct usage in agentCategory.ts
-                   grep -r --include=\*.ts -E "label:.*['\"]$KEY['\"]" "$DIR" > /dev/null 2>&1 || \
-                   grep -r --include=\*.ts -E "description:.*['\"]$KEY['\"]" "$DIR" > /dev/null 2>&1; then
-                  FOUND=true
-                  break
-                fi
-              done
-              
               # Also check if the key is directly used somewhere
               if [[ "$FOUND" == false ]]; then
                 for DIR in "${SOURCE_DIRS[@]}"; do

.gitignore

@@ -13,9 +13,6 @@ pids
 *.seed
 .git
 
-# CI/CD data
-test-image*
-
 # Directory for instrumented libs generated by jscoverage/JSCover
 lib-cov
 
@@ -137,4 +134,3 @@ helm/**/.values.yaml
 /.openai/
 /.tabnine/
 /.codeium
-*.local.md

.husky/pre-commit

@@ -1,2 +1,5 @@
+#!/usr/bin/env sh 
+set -e
+. "$(dirname -- "$0")/_/husky.sh"
 [ -n "$CI" ] && exit 0
 npx lint-staged --config ./.husky/lint-staged.config.js

Dockerfile

@@ -1,4 +1,4 @@
-# v0.8.1-rc1
+# v0.8.0-rc1
 
 # Base node image
 FROM node:20-alpine AS node
@@ -19,31 +19,24 @@ WORKDIR /app
 
 USER node
 
-COPY --chown=node:node package.json package-lock.json ./
-COPY --chown=node:node api/package.json ./api/package.json
-COPY --chown=node:node client/package.json ./client/package.json
-COPY --chown=node:node packages/data-provider/package.json ./packages/data-provider/package.json
-COPY --chown=node:node packages/data-schemas/package.json ./packages/data-schemas/package.json
-COPY --chown=node:node packages/api/package.json ./packages/api/package.json
+COPY --chown=node:node . .
 
 RUN \
     # Allow mounting of these files, which have no default
     touch .env ; \
     # Create directories for the volumes to inherit the correct permissions
-    mkdir -p /app/client/public/images /app/api/logs /app/uploads ; \
+    mkdir -p /app/client/public/images /app/api/logs ; \
     npm config set fetch-retry-maxtimeout 600000 ; \
     npm config set fetch-retries 5 ; \
     npm config set fetch-retry-mintimeout 15000 ; \
-    npm ci --no-audit
-
-COPY --chown=node:node . .
-
-RUN \
+    npm install --no-audit; \
     # React client build
     NODE_OPTIONS="--max-old-space-size=2048" npm run frontend; \
     npm prune --production; \
     npm cache clean --force
 
+RUN mkdir -p /app/client/public/images /app/api/logs
+
 # Node API setup
 EXPOSE 3080
 ENV HOST=0.0.0.0
@@ -54,4 +47,4 @@ CMD ["npm", "run", "backend"]
 # WORKDIR /usr/share/nginx/html
 # COPY --from=node /app/client/dist /usr/share/nginx/html
 # COPY client/nginx.conf /etc/nginx/conf.d/default.conf
-# ENTRYPOINT ["nginx", "-g", "daemon off;"]
+# ENTRYPOINT ["nginx", "-g", "daemon off;"]

Dockerfile.multi

@@ -1,5 +1,5 @@
 # Dockerfile.multi
-# v0.8.1-rc1
+# v0.8.0-rc1
 
 # Base for all builds
 FROM node:20-alpine AS base-min

README.md

@@ -65,17 +65,14 @@
 
 - 🔦 **Agents & Tools Integration**:  
   - **[LibreChat Agents](https://www.librechat.ai/docs/features/agents)**:
-    - No-Code Custom Assistants: Build specialized, AI-driven helpers
-    - Agent Marketplace: Discover and deploy community-built agents
-    - Collaborative Sharing: Share agents with specific users and groups
-    - Flexible & Extensible: Use MCP Servers, tools, file search, code execution, and more
+    - No-Code Custom Assistants: Build specialized, AI-driven helpers without coding  
+    - Flexible & Extensible: Use MCP Servers, tools, file search, code execution, and more  
     - Compatible with Custom Endpoints, OpenAI, Azure, Anthropic, AWS Bedrock, Google, Vertex AI, Responses API, and more
     - [Model Context Protocol (MCP) Support](https://modelcontextprotocol.io/clients#librechat) for Tools
 
 - 🔍 **Web Search**:  
   - Search the internet and retrieve relevant information to enhance your AI context
   - Combines search providers, content scrapers, and result rerankers for optimal results
-  - **Customizable Jina Reranking**: Configure custom Jina API URLs for reranking services
   - **[Learn More →](https://www.librechat.ai/docs/features/web_search)**
 
 - 🪄 **Generative UI with Code Artifacts**:  
@@ -90,18 +87,15 @@
   - Create, Save, & Share Custom Presets  
   - Switch between AI Endpoints and Presets mid-chat
   - Edit, Resubmit, and Continue Messages with Conversation branching  
-  - Create and share prompts with specific users and groups
   - [Fork Messages & Conversations](https://www.librechat.ai/docs/features/fork) for Advanced Context control
 
 - 💬 **Multimodal & File Interactions**:  
   - Upload and analyze images with Claude 3, GPT-4.5, GPT-4o, o1, Llama-Vision, and Gemini 📸  
   - Chat with Files using Custom Endpoints, OpenAI, Azure, Anthropic, AWS Bedrock, & Google 🗃️
 
-- 🌎 **Multilingual UI**:
-  - English, 中文 (简体), 中文 (繁體), العربية, Deutsch, Español, Français, Italiano
-  - Polski, Português (PT), Português (BR), Русский, 日本語, Svenska, 한국어, Tiếng Việt
-  - Türkçe, Nederlands, עברית, Català, Čeština, Dansk, Eesti, فارسی
-  - Suomi, Magyar, Հայերեն, Bahasa Indonesia, ქართული, Latviešu, ไทย, ئۇيغۇرچە
+- 🌎 **Multilingual UI**:  
+  - English, 中文, Deutsch, Español, Français, Italiano, Polski, Português Brasileiro
+  - Русский, 日本語, Svenska, 한국어, Tiếng Việt, 繁體中文, العربية, Türkçe, Nederlands, עברית
 
 - 🧠 **Reasoning UI**:  
   - Dynamic Reasoning UI for Chain-of-Thought/Reasoning AI models like DeepSeek-R1

api/app/clients/AnthropicClient.js

@@ -1,5 +1,4 @@
 const Anthropic = require('@anthropic-ai/sdk');
-const { logger } = require('@librechat/data-schemas');
 const { HttpsProxyAgent } = require('https-proxy-agent');
 const {
   Constants,
@@ -10,18 +9,8 @@ const {
   getResponseSender,
   validateVisionModel,
 } = require('librechat-data-provider');
-const { sleep, SplitStreamHandler: _Handler } = require('@librechat/agents');
-const {
-  Tokenizer,
-  createFetch,
-  matchModelName,
-  getClaudeHeaders,
-  getModelMaxTokens,
-  configureReasoning,
-  checkPromptCacheSupport,
-  getModelMaxOutputTokens,
-  createStreamEventHandlers,
-} = require('@librechat/api');
+const { SplitStreamHandler: _Handler } = require('@librechat/agents');
+const { Tokenizer, createFetch, createStreamEventHandlers } = require('@librechat/api');
 const {
   truncateText,
   formatMessage,
@@ -30,9 +19,17 @@ const {
   parseParamFromPrompt,
   createContextHandlers,
 } = require('./prompts');
+const {
+  getClaudeHeaders,
+  configureReasoning,
+  checkPromptCacheSupport,
+} = require('~/server/services/Endpoints/anthropic/helpers');
+const { getModelMaxTokens, getModelMaxOutputTokens, matchModelName } = require('~/utils');
 const { spendTokens, spendStructuredTokens } = require('~/models/spendTokens');
 const { encodeAndFormat } = require('~/server/services/Files/images/encode');
+const { sleep } = require('~/server/utils');
 const BaseClient = require('./BaseClient');
+const { logger } = require('~/config');
 
 const HUMAN_PROMPT = '\n\nHuman:';
 const AI_PROMPT = '\n\nAssistant:';

api/app/clients/BaseClient.js

@@ -1,31 +1,21 @@
 const crypto = require('crypto');
 const fetch = require('node-fetch');
-const { logger } = require('@librechat/data-schemas');
 const {
-  getBalanceConfig,
-  extractFileContext,
-  encodeAndFormatAudios,
-  encodeAndFormatVideos,
-  encodeAndFormatDocuments,
-} = require('@librechat/api');
-const {
-  Constants,
-  ErrorTypes,
-  FileSources,
+  supportsBalanceCheck,
+  isAgentsEndpoint,
+  isParamEndpoint,
+  EModelEndpoint,
   ContentTypes,
   excludedKeys,
-  EModelEndpoint,
-  isParamEndpoint,
-  isAgentsEndpoint,
-  supportsBalanceCheck,
+  ErrorTypes,
+  Constants,
 } = require('librechat-data-provider');
 const { getMessages, saveMessage, updateMessage, saveConvo, getConvo } = require('~/models');
-const { getStrategyFunctions } = require('~/server/services/Files/strategies');
 const { checkBalance } = require('~/models/balanceMethods');
 const { truncateToolCallOutputs } = require('./prompts');
-const countTokens = require('~/server/utils/countTokens');
 const { getFiles } = require('~/models/File');
 const TextStream = require('./TextStream');
+const { logger } = require('~/config');
 
 class BaseClient {
   constructor(apiKey, options = {}) {
@@ -47,8 +37,6 @@ class BaseClient {
     this.conversationId;
     /** @type {string} */
     this.responseMessageId;
-    /** @type {string} */
-    this.parentMessageId;
     /** @type {TAttachment[]} */
     this.attachments;
     /** The key for the usage object's input tokens
@@ -122,15 +110,13 @@ class BaseClient {
    * If a correction to the token usage is needed, the method should return an object with the corrected token counts.
    * Should only be used if `recordCollectedUsage` was not used instead.
    * @param {string} [model]
-   * @param {AppConfig['balance']} [balance]
    * @param {number} promptTokens
    * @param {number} completionTokens
    * @returns {Promise<void>}
    */
-  async recordTokenUsage({ model, balance, promptTokens, completionTokens }) {
+  async recordTokenUsage({ model, promptTokens, completionTokens }) {
     logger.debug('[BaseClient] `recordTokenUsage` not implemented.', {
       model,
-      balance,
       promptTokens,
       completionTokens,
     });
@@ -199,8 +185,7 @@ class BaseClient {
     this.user = user;
     const saveOptions = this.getSaveOptions();
     this.abortController = opts.abortController ?? new AbortController();
-    const requestConvoId = overrideConvoId ?? opts.conversationId;
-    const conversationId = requestConvoId ?? crypto.randomUUID();
+    const conversationId = overrideConvoId ?? opts.conversationId ?? crypto.randomUUID();
     const parentMessageId = opts.parentMessageId ?? Constants.NO_PARENT;
     const userMessageId =
       overrideUserMessageId ?? opts.overrideParentMessageId ?? crypto.randomUUID();
@@ -225,12 +210,11 @@ class BaseClient {
       ...opts,
       user,
       head,
-      saveOptions,
-      userMessageId,
-      requestConvoId,
       conversationId,
       parentMessageId,
+      userMessageId,
       responseMessageId,
+      saveOptions,
     };
   }
 
@@ -249,12 +233,11 @@ class BaseClient {
     const {
       user,
       head,
-      saveOptions,
-      userMessageId,
-      requestConvoId,
       conversationId,
       parentMessageId,
+      userMessageId,
       responseMessageId,
+      saveOptions,
     } = await this.setMessageOptions(opts);
 
     const userMessage = opts.isEdited
@@ -276,8 +259,7 @@ class BaseClient {
     }
 
     if (typeof opts?.onStart === 'function') {
-      const isNewConvo = !requestConvoId && parentMessageId === Constants.NO_PARENT;
-      opts.onStart(userMessage, responseMessageId, isNewConvo);
+      opts.onStart(userMessage, responseMessageId);
     }
 
     return {
@@ -583,7 +565,6 @@ class BaseClient {
   }
 
   async sendMessage(message, opts = {}) {
-    const appConfig = this.options.req?.config;
     /** @type {Promise<TMessage>} */
     let userMessagePromise;
     const { user, head, isEdited, conversationId, responseMessageId, saveOptions, userMessage } =
@@ -633,19 +614,15 @@ class BaseClient {
       this.currentMessages.push(userMessage);
     }
 
-    /**
-     * When the userMessage is pushed to currentMessages, the parentMessage is the userMessageId.
-     * this only matters when buildMessages is utilizing the parentMessageId, and may vary on implementation
-     */
-    const parentMessageId = isEdited ? head : userMessage.messageId;
-    this.parentMessageId = parentMessageId;
     let {
       prompt: payload,
       tokenCountMap,
       promptTokens,
     } = await this.buildMessages(
       this.currentMessages,
-      parentMessageId,
+      // When the userMessage is pushed to currentMessages, the parentMessage is the userMessageId.
+      // this only matters when buildMessages is utilizing the parentMessageId, and may vary on implementation
+      isEdited ? head : userMessage.messageId,
       this.getBuildMessagesOptions(opts),
       opts,
     );
@@ -670,9 +647,9 @@ class BaseClient {
       }
     }
 
-    const balanceConfig = getBalanceConfig(appConfig);
+    const balance = this.options.req?.app?.locals?.balance;
     if (
-      balanceConfig?.enabled &&
+      balance?.enabled &&
       supportsBalanceCheck[this.options.endpointType ?? this.options.endpoint]
     ) {
       await checkBalance({
@@ -771,7 +748,6 @@ class BaseClient {
           usage,
           promptTokens,
           completionTokens,
-          balance: balanceConfig,
           model: responseMessage.model,
         });
       }
@@ -1207,135 +1183,8 @@ class BaseClient {
     return await this.sendCompletion(payload, opts);
   }
 
-  async addDocuments(message, attachments) {
-    const documentResult = await encodeAndFormatDocuments(
-      this.options.req,
-      attachments,
-      {
-        provider: this.options.agent?.provider,
-        useResponsesApi: this.options.agent?.model_parameters?.useResponsesApi,
-      },
-      getStrategyFunctions,
-    );
-    message.documents =
-      documentResult.documents && documentResult.documents.length
-        ? documentResult.documents
-        : undefined;
-    return documentResult.files;
-  }
-
-  async addVideos(message, attachments) {
-    const videoResult = await encodeAndFormatVideos(
-      this.options.req,
-      attachments,
-      this.options.agent.provider,
-      getStrategyFunctions,
-    );
-    message.videos =
-      videoResult.videos && videoResult.videos.length ? videoResult.videos : undefined;
-    return videoResult.files;
-  }
-
-  async addAudios(message, attachments) {
-    const audioResult = await encodeAndFormatAudios(
-      this.options.req,
-      attachments,
-      this.options.agent.provider,
-      getStrategyFunctions,
-    );
-    message.audios =
-      audioResult.audios && audioResult.audios.length ? audioResult.audios : undefined;
-    return audioResult.files;
-  }
-
-  /**
-   * Extracts text context from attachments and sets it on the message.
-   * This handles text that was already extracted from files (OCR, transcriptions, document text, etc.)
-   * @param {TMessage} message - The message to add context to
-   * @param {MongoFile[]} attachments - Array of file attachments
-   * @returns {Promise<void>}
-   */
-  async addFileContextToMessage(message, attachments) {
-    const fileContext = await extractFileContext({
-      attachments,
-      req: this.options?.req,
-      tokenCountFn: (text) => countTokens(text),
-    });
-
-    if (fileContext) {
-      message.fileContext = fileContext;
-    }
-  }
-
-  async processAttachments(message, attachments) {
-    const categorizedAttachments = {
-      images: [],
-      videos: [],
-      audios: [],
-      documents: [],
-    };
-
-    const allFiles = [];
-
-    for (const file of attachments) {
-      /** @type {FileSources} */
-      const source = file.source ?? FileSources.local;
-      if (source === FileSources.text) {
-        allFiles.push(file);
-        continue;
-      }
-      if (file.embedded === true || file.metadata?.fileIdentifier != null) {
-        allFiles.push(file);
-        continue;
-      }
-
-      if (file.type.startsWith('image/')) {
-        categorizedAttachments.images.push(file);
-      } else if (file.type === 'application/pdf') {
-        categorizedAttachments.documents.push(file);
-        allFiles.push(file);
-      } else if (file.type.startsWith('video/')) {
-        categorizedAttachments.videos.push(file);
-        allFiles.push(file);
-      } else if (file.type.startsWith('audio/')) {
-        categorizedAttachments.audios.push(file);
-        allFiles.push(file);
-      }
-    }
-
-    const [imageFiles] = await Promise.all([
-      categorizedAttachments.images.length > 0
-        ? this.addImageURLs(message, categorizedAttachments.images)
-        : Promise.resolve([]),
-      categorizedAttachments.documents.length > 0
-        ? this.addDocuments(message, categorizedAttachments.documents)
-        : Promise.resolve([]),
-      categorizedAttachments.videos.length > 0
-        ? this.addVideos(message, categorizedAttachments.videos)
-        : Promise.resolve([]),
-      categorizedAttachments.audios.length > 0
-        ? this.addAudios(message, categorizedAttachments.audios)
-        : Promise.resolve([]),
-    ]);
-
-    allFiles.push(...imageFiles);
-
-    const seenFileIds = new Set();
-    const uniqueFiles = [];
-
-    for (const file of allFiles) {
-      if (file.file_id && !seenFileIds.has(file.file_id)) {
-        seenFileIds.add(file.file_id);
-        uniqueFiles.push(file);
-      } else if (!file.file_id) {
-        uniqueFiles.push(file);
-      }
-    }
-
-    return uniqueFiles;
-  }
-
   /**
+   *
    * @param {TMessage[]} _messages
    * @returns {Promise<TMessage[]>}
    */
@@ -1384,8 +1233,7 @@ class BaseClient {
         {},
       );
 
-      await this.addFileContextToMessage(message, files);
-      await this.processAttachments(message, files);
+      await this.addImageURLs(message, files, this.visionMode);
 
       this.message_file_map[message.messageId] = files;
       return message;

api/app/clients/GoogleClient.js

@@ -1,7 +1,4 @@
 const { google } = require('googleapis');
-const { sleep } = require('@librechat/agents');
-const { logger } = require('@librechat/data-schemas');
-const { getModelMaxTokens } = require('@librechat/api');
 const { concat } = require('@langchain/core/utils/stream');
 const { ChatVertexAI } = require('@langchain/google-vertexai');
 const { Tokenizer, getSafetySettings } = require('@librechat/api');
@@ -24,6 +21,9 @@ const {
 } = require('librechat-data-provider');
 const { encodeAndFormat } = require('~/server/services/Files/images');
 const { spendTokens } = require('~/models/spendTokens');
+const { getModelMaxTokens } = require('~/utils');
+const { sleep } = require('~/server/utils');
+const { logger } = require('~/config');
 const {
   formatMessage,
   createContextHandlers,

api/app/clients/OllamaClient.js

@@ -2,7 +2,7 @@ const { z } = require('zod');
 const axios = require('axios');
 const { Ollama } = require('ollama');
 const { sleep } = require('@librechat/agents');
-const { resolveHeaders } = require('@librechat/api');
+const { logAxiosError } = require('@librechat/api');
 const { logger } = require('@librechat/data-schemas');
 const { Constants } = require('librechat-data-provider');
 const { deriveBaseURL } = require('~/utils');
@@ -44,7 +44,6 @@ class OllamaClient {
   constructor(options = {}) {
     const host = deriveBaseURL(options.baseURL ?? 'http://localhost:11434');
     this.streamRate = options.streamRate ?? Constants.DEFAULT_STREAM_RATE;
-    this.headers = options.headers ?? {};
     /** @type {Ollama} */
     this.client = new Ollama({ host });
   }
@@ -52,32 +51,27 @@ class OllamaClient {
   /**
    * Fetches Ollama models from the specified base API path.
    * @param {string} baseURL
-   * @param {Object} [options] - Optional configuration
-   * @param {Partial<IUser>} [options.user] - User object for header resolution
-   * @param {Record<string, string>} [options.headers] - Headers to include in the request
    * @returns {Promise<string[]>} The Ollama models.
-   * @throws {Error} Throws if the Ollama API request fails
    */
-  static async fetchModels(baseURL, options = {}) {
+  static async fetchModels(baseURL) {
+    let models = [];
     if (!baseURL) {
+      return models;
+    }
+    try {
+      const ollamaEndpoint = deriveBaseURL(baseURL);
+      /** @type {Promise<AxiosResponse<OllamaListResponse>>} */
+      const response = await axios.get(`${ollamaEndpoint}/api/tags`, {
+        timeout: 5000,
+      });
+      models = response.data.models.map((tag) => tag.name);
+      return models;
+    } catch (error) {
+      const logMessage =
+        "Failed to fetch models from Ollama API. If you are not using Ollama directly, and instead, through some aggregator or reverse proxy that handles fetching via OpenAI spec, ensure the name of the endpoint doesn't start with `ollama` (case-insensitive).";
+      logAxiosError({ message: logMessage, error });
       return [];
     }
-
-    const ollamaEndpoint = deriveBaseURL(baseURL);
-
-    const resolvedHeaders = resolveHeaders({
-      headers: options.headers,
-      user: options.user,
-    });
-
-    /** @type {Promise<AxiosResponse<OllamaListResponse>>} */
-    const response = await axios.get(`${ollamaEndpoint}/api/tags`, {
-      headers: resolvedHeaders,
-      timeout: 5000,
-    });
-
-    const models = response.data.models.map((tag) => tag.name);
-    return models;
   }
 
   /**

api/app/clients/OpenAIClient.js

@@ -1,15 +1,13 @@
-const { logger } = require('@librechat/data-schemas');
+const { OllamaClient } = require('./OllamaClient');
 const { HttpsProxyAgent } = require('https-proxy-agent');
-const { sleep, SplitStreamHandler, CustomOpenAIClient: OpenAI } = require('@librechat/agents');
+const { SplitStreamHandler, CustomOpenAIClient: OpenAI } = require('@librechat/agents');
 const {
   isEnabled,
   Tokenizer,
   createFetch,
   resolveHeaders,
   constructAzureURL,
-  getModelMaxTokens,
   genAzureChatCompletion,
-  getModelMaxOutputTokens,
   createStreamEventHandlers,
 } = require('@librechat/api');
 const {
@@ -33,16 +31,17 @@ const {
   titleInstruction,
   createContextHandlers,
 } = require('./prompts');
+const { extractBaseURL, getModelMaxTokens, getModelMaxOutputTokens } = require('~/utils');
 const { encodeAndFormat } = require('~/server/services/Files/images/encode');
+const { addSpaceIfNeeded, sleep } = require('~/server/utils');
 const { spendTokens } = require('~/models/spendTokens');
-const { addSpaceIfNeeded } = require('~/server/utils');
 const { handleOpenAIErrors } = require('./tools/util');
-const { OllamaClient } = require('./OllamaClient');
+const { createLLM, RunManager } = require('./llm');
 const { summaryBuffer } = require('./memory');
 const { runTitleChain } = require('./chains');
-const { extractBaseURL } = require('~/utils');
 const { tokenSplit } = require('./document');
 const BaseClient = require('./BaseClient');
+const { logger } = require('~/config');
 
 class OpenAIClient extends BaseClient {
   constructor(apiKey, options = {}) {
@@ -613,8 +612,77 @@ class OpenAIClient extends BaseClient {
     return (reply ?? '').trim();
   }
 
-  initializeLLM() {
-    throw new Error('Deprecated');
+  initializeLLM({
+    model = openAISettings.model.default,
+    modelName,
+    temperature = 0.2,
+    max_tokens,
+    streaming,
+    context,
+    tokenBuffer,
+    initialMessageCount,
+    conversationId,
+  }) {
+    const modelOptions = {
+      modelName: modelName ?? model,
+      temperature,
+      user: this.user,
+    };
+
+    if (max_tokens) {
+      modelOptions.max_tokens = max_tokens;
+    }
+
+    const configOptions = {};
+
+    if (this.langchainProxy) {
+      configOptions.basePath = this.langchainProxy;
+    }
+
+    if (this.useOpenRouter) {
+      configOptions.basePath = 'https://openrouter.ai/api/v1';
+      configOptions.baseOptions = {
+        headers: {
+          'HTTP-Referer': 'https://librechat.ai',
+          'X-Title': 'LibreChat',
+        },
+      };
+    }
+
+    const { headers } = this.options;
+    if (headers && typeof headers === 'object' && !Array.isArray(headers)) {
+      configOptions.baseOptions = {
+        headers: resolveHeaders({
+          ...headers,
+          ...configOptions?.baseOptions?.headers,
+        }),
+      };
+    }
+
+    if (this.options.proxy) {
+      configOptions.httpAgent = new HttpsProxyAgent(this.options.proxy);
+      configOptions.httpsAgent = new HttpsProxyAgent(this.options.proxy);
+    }
+
+    const { req, res, debug } = this.options;
+    const runManager = new RunManager({ req, res, debug, abortController: this.abortController });
+    this.runManager = runManager;
+
+    const llm = createLLM({
+      modelOptions,
+      configOptions,
+      openAIApiKey: this.apiKey,
+      azure: this.azure,
+      streaming,
+      callbacks: runManager.createCallbacks({
+        context,
+        tokenBuffer,
+        conversationId: this.conversationId ?? conversationId,
+        initialMessageCount,
+      }),
+    });
+
+    return llm;
   }
 
   /**
@@ -632,7 +700,6 @@ class OpenAIClient extends BaseClient {
    *                            In case of failure, it will return the default title, "New Chat".
    */
   async titleConvo({ text, conversationId, responseText = '' }) {
-    const appConfig = this.options.req?.config;
     this.conversationId = conversationId;
 
     if (this.options.attachments) {
@@ -661,7 +728,8 @@ class OpenAIClient extends BaseClient {
       max_tokens: 16,
     };
 
-    const azureConfig = appConfig?.endpoints?.[EModelEndpoint.azureOpenAI];
+    /** @type {TAzureConfig | undefined} */
+    const azureConfig = this.options?.req?.app?.locals?.[EModelEndpoint.azureOpenAI];
 
     const resetTitleOptions = !!(
       (this.azure && azureConfig) ||
@@ -681,7 +749,7 @@ class OpenAIClient extends BaseClient {
         groupMap,
       });
 
-      this.options.headers = resolveHeaders({ headers });
+      this.options.headers = resolveHeaders(headers);
       this.options.reverseProxyUrl = baseURL ?? null;
       this.langchainProxy = extractBaseURL(this.options.reverseProxyUrl);
       this.apiKey = azureOptions.azureOpenAIApiKey;
@@ -1050,7 +1118,6 @@ ${convo}
   }
 
   async chatCompletion({ payload, onProgress, abortController = null }) {
-    const appConfig = this.options.req?.config;
     let error = null;
     let intermediateReply = [];
     const errorCallback = (err) => (error = err);
@@ -1096,7 +1163,8 @@ ${convo}
         opts.fetchOptions.agent = new HttpsProxyAgent(this.options.proxy);
       }
 
-      const azureConfig = appConfig?.endpoints?.[EModelEndpoint.azureOpenAI];
+      /** @type {TAzureConfig | undefined} */
+      const azureConfig = this.options?.req?.app?.locals?.[EModelEndpoint.azureOpenAI];
 
       if (
         (this.azure && this.isVisionModel && azureConfig) ||
@@ -1113,7 +1181,7 @@ ${convo}
           modelGroupMap,
           groupMap,
         });
-        opts.defaultHeaders = resolveHeaders({ headers });
+        opts.defaultHeaders = resolveHeaders(headers);
         this.langchainProxy = extractBaseURL(baseURL);
         this.apiKey = azureOptions.azureOpenAIApiKey;
 
@@ -1154,9 +1222,7 @@ ${convo}
       }
 
       if (this.isOmni === true && modelOptions.max_tokens != null) {
-        const paramName =
-          modelOptions.useResponsesApi === true ? 'max_output_tokens' : 'max_completion_tokens';
-        modelOptions[paramName] = modelOptions.max_tokens;
+        modelOptions.max_completion_tokens = modelOptions.max_tokens;
         delete modelOptions.max_tokens;
       }
       if (this.isOmni === true && modelOptions.temperature != null) {

api/app/clients/TextStream.js

@@ -1,5 +1,5 @@
 const { Readable } = require('stream');
-const { logger } = require('@librechat/data-schemas');
+const { logger } = require('~/config');
 
 class TextStream extends Readable {
   constructor(text, options = {}) {

api/app/clients/agents/CustomAgent/outputParser.js

@@ -1,5 +1,5 @@
-const { logger } = require('@librechat/data-schemas');
 const { ZeroShotAgentOutputParser } = require('langchain/agents');
+const { logger } = require('~/config');
 
 class CustomOutputParser extends ZeroShotAgentOutputParser {
   constructor(fields) {

api/app/clients/callbacks/createStartHandler.js

@@ -0,0 +1,95 @@
+const { promptTokensEstimate } = require('openai-chat-tokens');
+const { EModelEndpoint, supportsBalanceCheck } = require('librechat-data-provider');
+const { formatFromLangChain } = require('~/app/clients/prompts');
+const { getBalanceConfig } = require('~/server/services/Config');
+const { checkBalance } = require('~/models/balanceMethods');
+const { logger } = require('~/config');
+
+const createStartHandler = ({
+  context,
+  conversationId,
+  tokenBuffer = 0,
+  initialMessageCount,
+  manager,
+}) => {
+  return async (_llm, _messages, runId, parentRunId, extraParams) => {
+    const { invocation_params } = extraParams;
+    const { model, functions, function_call } = invocation_params;
+    const messages = _messages[0].map(formatFromLangChain);
+
+    logger.debug(`[createStartHandler] handleChatModelStart: ${context}`, {
+      model,
+      function_call,
+    });
+
+    if (context !== 'title') {
+      logger.debug(`[createStartHandler] handleChatModelStart: ${context}`, {
+        functions,
+      });
+    }
+
+    const payload = { messages };
+    let prelimPromptTokens = 1;
+
+    if (functions) {
+      payload.functions = functions;
+      prelimPromptTokens += 2;
+    }
+
+    if (function_call) {
+      payload.function_call = function_call;
+      prelimPromptTokens -= 5;
+    }
+
+    prelimPromptTokens += promptTokensEstimate(payload);
+    logger.debug('[createStartHandler]', {
+      prelimPromptTokens,
+      tokenBuffer,
+    });
+    prelimPromptTokens += tokenBuffer;
+
+    try {
+      const balance = await getBalanceConfig();
+      if (balance?.enabled && supportsBalanceCheck[EModelEndpoint.openAI]) {
+        const generations =
+          initialMessageCount && messages.length > initialMessageCount
+            ? messages.slice(initialMessageCount)
+            : null;
+        await checkBalance({
+          req: manager.req,
+          res: manager.res,
+          txData: {
+            user: manager.user,
+            tokenType: 'prompt',
+            amount: prelimPromptTokens,
+            debug: manager.debug,
+            generations,
+            model,
+            endpoint: EModelEndpoint.openAI,
+          },
+        });
+      }
+    } catch (err) {
+      logger.error(`[createStartHandler][${context}] checkBalance error`, err);
+      manager.abortController.abort();
+      if (context === 'summary' || context === 'plugins') {
+        manager.addRun(runId, { conversationId, error: err.message });
+        throw new Error(err);
+      }
+      return;
+    }
+
+    manager.addRun(runId, {
+      model,
+      messages,
+      functions,
+      function_call,
+      runId,
+      parentRunId,
+      conversationId,
+      prelimPromptTokens,
+    });
+  };
+};
+
+module.exports = createStartHandler;

api/app/clients/callbacks/index.js

@@ -0,0 +1,5 @@
+const createStartHandler = require('./createStartHandler');
+
+module.exports = {
+  createStartHandler,
+};

api/app/clients/chains/runTitleChain.js

@@ -1,7 +1,7 @@
 const { z } = require('zod');
-const { logger } = require('@librechat/data-schemas');
 const { langPrompt, createTitlePrompt, escapeBraces, getSnippet } = require('../prompts');
 const { createStructuredOutputChainFromZod } = require('langchain/chains/openai_functions');
+const { logger } = require('~/config');
 
 const langSchema = z.object({
   language: z.string().describe('The language of the input text (full noun, no abbreviations).'),

api/app/clients/llm/RunManager.js

@@ -0,0 +1,105 @@
+const { createStartHandler } = require('~/app/clients/callbacks');
+const { spendTokens } = require('~/models/spendTokens');
+const { logger } = require('~/config');
+
+class RunManager {
+  constructor(fields) {
+    const { req, res, abortController, debug } = fields;
+    this.abortController = abortController;
+    this.user = req.user.id;
+    this.req = req;
+    this.res = res;
+    this.debug = debug;
+    this.runs = new Map();
+    this.convos = new Map();
+  }
+
+  addRun(runId, runData) {
+    if (!this.runs.has(runId)) {
+      this.runs.set(runId, runData);
+      if (runData.conversationId) {
+        this.convos.set(runData.conversationId, runId);
+      }
+      return runData;
+    } else {
+      const existingData = this.runs.get(runId);
+      const update = { ...existingData, ...runData };
+      this.runs.set(runId, update);
+      if (update.conversationId) {
+        this.convos.set(update.conversationId, runId);
+      }
+      return update;
+    }
+  }
+
+  removeRun(runId) {
+    if (this.runs.has(runId)) {
+      this.runs.delete(runId);
+    } else {
+      logger.error(`[api/app/clients/llm/RunManager] Run with ID ${runId} does not exist.`);
+    }
+  }
+
+  getAllRuns() {
+    return Array.from(this.runs.values());
+  }
+
+  getRunById(runId) {
+    return this.runs.get(runId);
+  }
+
+  getRunByConversationId(conversationId) {
+    const runId = this.convos.get(conversationId);
+    return { run: this.runs.get(runId), runId };
+  }
+
+  createCallbacks(metadata) {
+    return [
+      {
+        handleChatModelStart: createStartHandler({ ...metadata, manager: this }),
+        handleLLMEnd: async (output, runId, _parentRunId) => {
+          const { llmOutput, ..._output } = output;
+          logger.debug(`[RunManager] handleLLMEnd: ${JSON.stringify(metadata)}`, {
+            runId,
+            _parentRunId,
+            llmOutput,
+          });
+
+          if (metadata.context !== 'title') {
+            logger.debug('[RunManager] handleLLMEnd:', {
+              output: _output,
+            });
+          }
+
+          const { tokenUsage } = output.llmOutput;
+          const run = this.getRunById(runId);
+          this.removeRun(runId);
+
+          const txData = {
+            user: this.user,
+            model: run?.model ?? 'gpt-3.5-turbo',
+            ...metadata,
+          };
+
+          await spendTokens(txData, tokenUsage);
+        },
+        handleLLMError: async (err) => {
+          logger.error(`[RunManager] handleLLMError: ${JSON.stringify(metadata)}`, err);
+          if (metadata.context === 'title') {
+            return;
+          } else if (metadata.context === 'plugins') {
+            throw new Error(err);
+          }
+          const { conversationId } = metadata;
+          const { run } = this.getRunByConversationId(conversationId);
+          if (run && run.error) {
+            const { error } = run;
+            throw new Error(error);
+          }
+        },
+      },
+    ];
+  }
+}
+
+module.exports = RunManager;

api/app/clients/llm/createLLM.js

@@ -0,0 +1,81 @@
+const { ChatOpenAI } = require('@langchain/openai');
+const { isEnabled, sanitizeModelName, constructAzureURL } = require('@librechat/api');
+
+/**
+ * Creates a new instance of a language model (LLM) for chat interactions.
+ *
+ * @param {Object} options - The options for creating the LLM.
+ * @param {ModelOptions} options.modelOptions - The options specific to the model, including modelName, temperature, presence_penalty, frequency_penalty, and other model-related settings.
+ * @param {ConfigOptions} options.configOptions - Configuration options for the API requests, including proxy settings and custom headers.
+ * @param {Callbacks} [options.callbacks] - Callback functions for managing the lifecycle of the LLM, including token buffers, context, and initial message count.
+ * @param {boolean} [options.streaming=false] - Determines if the LLM should operate in streaming mode.
+ * @param {string} options.openAIApiKey - The API key for OpenAI, used for authentication.
+ * @param {AzureOptions} [options.azure={}] - Optional Azure-specific configurations. If provided, Azure configurations take precedence over OpenAI configurations.
+ *
+ * @returns {ChatOpenAI} An instance of the ChatOpenAI class, configured with the provided options.
+ *
+ * @example
+ * const llm = createLLM({
+ *   modelOptions: { modelName: 'gpt-4o-mini', temperature: 0.2 },
+ *   configOptions: { basePath: 'https://example.api/path' },
+ *   callbacks: { onMessage: handleMessage },
+ *   openAIApiKey: 'your-api-key'
+ * });
+ */
+function createLLM({
+  modelOptions,
+  configOptions,
+  callbacks,
+  streaming = false,
+  openAIApiKey,
+  azure = {},
+}) {
+  let credentials = { openAIApiKey };
+  let configuration = {
+    apiKey: openAIApiKey,
+    ...(configOptions.basePath && { baseURL: configOptions.basePath }),
+  };
+
+  /**  @type {AzureOptions} */
+  let azureOptions = {};
+  if (azure) {
+    const useModelName = isEnabled(process.env.AZURE_USE_MODEL_AS_DEPLOYMENT_NAME);
+
+    credentials = {};
+    configuration = {};
+    azureOptions = azure;
+
+    azureOptions.azureOpenAIApiDeploymentName = useModelName
+      ? sanitizeModelName(modelOptions.modelName)
+      : azureOptions.azureOpenAIApiDeploymentName;
+  }
+
+  if (azure && process.env.AZURE_OPENAI_DEFAULT_MODEL) {
+    modelOptions.modelName = process.env.AZURE_OPENAI_DEFAULT_MODEL;
+  }
+
+  if (azure && configOptions.basePath) {
+    const azureURL = constructAzureURL({
+      baseURL: configOptions.basePath,
+      azureOptions,
+    });
+    azureOptions.azureOpenAIBasePath = azureURL.split(
+      `/${azureOptions.azureOpenAIApiDeploymentName}`,
+    )[0];
+  }
+
+  return new ChatOpenAI(
+    {
+      streaming,
+      credentials,
+      configuration,
+      ...azureOptions,
+      ...modelOptions,
+      ...credentials,
+      callbacks,
+    },
+    configOptions,
+  );
+}
+
+module.exports = createLLM;

api/app/clients/llm/index.js

@@ -1,5 +1,9 @@
+const createLLM = require('./createLLM');
+const RunManager = require('./RunManager');
 const createCoherePayload = require('./createCoherePayload');
 
 module.exports = {
+  createLLM,
+  RunManager,
   createCoherePayload,
 };

api/app/clients/memory/summaryBuffer.demo.js

@@ -0,0 +1,31 @@
+require('dotenv').config();
+const { ChatOpenAI } = require('@langchain/openai');
+const { getBufferString, ConversationSummaryBufferMemory } = require('langchain/memory');
+
+const chatPromptMemory = new ConversationSummaryBufferMemory({
+  llm: new ChatOpenAI({ modelName: 'gpt-4o-mini', temperature: 0 }),
+  maxTokenLimit: 10,
+  returnMessages: true,
+});
+
+(async () => {
+  await chatPromptMemory.saveContext({ input: 'hi my name\'s Danny' }, { output: 'whats up' });
+  await chatPromptMemory.saveContext({ input: 'not much you' }, { output: 'not much' });
+  await chatPromptMemory.saveContext(
+    { input: 'are you excited for the olympics?' },
+    { output: 'not really' },
+  );
+
+  // We can also utilize the predict_new_summary method directly.
+  const messages = await chatPromptMemory.chatHistory.getMessages();
+  console.log('MESSAGES\n\n');
+  console.log(JSON.stringify(messages));
+  const previous_summary = '';
+  const predictSummary = await chatPromptMemory.predictNewSummary(messages, previous_summary);
+  console.log('SUMMARY\n\n');
+  console.log(JSON.stringify(getBufferString([{ role: 'system', content: predictSummary }])));
+
+  // const { history } = await chatPromptMemory.loadMemoryVariables({});
+  // console.log('HISTORY\n\n');
+  // console.log(JSON.stringify(history));
+})();

api/app/clients/memory/summaryBuffer.js

@@ -1,7 +1,7 @@
-const { logger } = require('@librechat/data-schemas');
 const { ConversationSummaryBufferMemory, ChatMessageHistory } = require('langchain/memory');
 const { formatLangChainMessages, SUMMARY_PROMPT } = require('../prompts');
 const { predictNewSummary } = require('../chains');
+const { logger } = require('~/config');
 
 const createSummaryBufferMemory = ({ llm, prompt, messages, ...rest }) => {
   const chatHistory = new ChatMessageHistory(messages);

api/app/clients/output_parsers/addImages.js

@@ -1,4 +1,4 @@
-const { logger } = require('@librechat/data-schemas');
+const { logger } = require('~/config');
 
 /**
  * The `addImages` function corrects any erroneous image URLs in the `responseMessage.text`

api/app/clients/prompts/artifacts.js

@@ -3,7 +3,6 @@ const { EModelEndpoint, ArtifactModes } = require('librechat-data-provider');
 const { generateShadcnPrompt } = require('~/app/clients/prompts/shadcn-docs/generate');
 const { components } = require('~/app/clients/prompts/shadcn-docs/components');
 
-/** @deprecated */
 // eslint-disable-next-line no-unused-vars
 const artifactsPromptV1 = dedent`The assistant can create and reference artifacts during conversations.
   
@@ -116,7 +115,6 @@ Here are some examples of correct usage of artifacts:
     </assistant_response>
   </example>
 </examples>`;
-
 const artifactsPrompt = dedent`The assistant can create and reference artifacts during conversations.
   
 Artifacts are for substantial, self-contained content that users might modify or reuse, displayed in a separate UI window for clarity.
@@ -167,10 +165,6 @@ Artifacts are for substantial, self-contained content that users might modify or
     - SVG: "image/svg+xml"
       - The user interface will render the Scalable Vector Graphics (SVG) image within the artifact tags.
       - The assistant should specify the viewbox of the SVG rather than defining a width/height
-    - Markdown: "text/markdown" or "text/md"
-      - The user interface will render Markdown content placed within the artifact tags.
-      - Supports standard Markdown syntax including headers, lists, links, images, code blocks, tables, and more.
-      - Both "text/markdown" and "text/md" are accepted as valid MIME types for Markdown content.
     - Mermaid Diagrams: "application/vnd.mermaid"
       - The user interface will render Mermaid diagrams placed within the artifact tags.
     - React Components: "application/vnd.react"
@@ -372,10 +366,6 @@ Artifacts are for substantial, self-contained content that users might modify or
     - SVG: "image/svg+xml"
       - The user interface will render the Scalable Vector Graphics (SVG) image within the artifact tags.
       - The assistant should specify the viewbox of the SVG rather than defining a width/height
-    - Markdown: "text/markdown" or "text/md"
-      - The user interface will render Markdown content placed within the artifact tags.
-      - Supports standard Markdown syntax including headers, lists, links, images, code blocks, tables, and more.
-      - Both "text/markdown" and "text/md" are accepted as valid MIME types for Markdown content.
     - Mermaid Diagrams: "application/vnd.mermaid"
       - The user interface will render Mermaid diagrams placed within the artifact tags.
     - React Components: "application/vnd.react"

api/app/clients/prompts/createContextHandlers.js

@@ -1,6 +1,7 @@
 const axios = require('axios');
+const { isEnabled } = require('@librechat/api');
 const { logger } = require('@librechat/data-schemas');
-const { isEnabled, generateShortLivedToken } = require('@librechat/api');
+const { generateShortLivedToken } = require('~/server/services/AuthService');
 
 const footer = `Use the context as your learned knowledge to better answer the user.
 

api/app/clients/specs/AnthropicClient.test.js

@@ -245,7 +245,7 @@ describe('AnthropicClient', () => {
     });
 
     describe('Claude 4 model headers', () => {
-      it('should add "prompt-caching" and "context-1m" beta headers for claude-sonnet-4 model', () => {
+      it('should add "prompt-caching" beta header for claude-sonnet-4 model', () => {
         const client = new AnthropicClient('test-api-key');
         const modelOptions = {
           model: 'claude-sonnet-4-20250514',
@@ -255,30 +255,10 @@ describe('AnthropicClient', () => {
         expect(anthropicClient._options.defaultHeaders).toBeDefined();
         expect(anthropicClient._options.defaultHeaders).toHaveProperty('anthropic-beta');
         expect(anthropicClient._options.defaultHeaders['anthropic-beta']).toBe(
-          'prompt-caching-2024-07-31,context-1m-2025-08-07',
+          'prompt-caching-2024-07-31',
         );
       });
 
-      it('should add "prompt-caching" and "context-1m" beta headers for claude-sonnet-4 model formats', () => {
-        const client = new AnthropicClient('test-api-key');
-        const modelVariations = [
-          'claude-sonnet-4-20250514',
-          'claude-sonnet-4-latest',
-          'anthropic/claude-sonnet-4-20250514',
-        ];
-
-        modelVariations.forEach((model) => {
-          const modelOptions = { model };
-          client.setOptions({ modelOptions, promptCache: true });
-          const anthropicClient = client.getClient(modelOptions);
-          expect(anthropicClient._options.defaultHeaders).toBeDefined();
-          expect(anthropicClient._options.defaultHeaders).toHaveProperty('anthropic-beta');
-          expect(anthropicClient._options.defaultHeaders['anthropic-beta']).toBe(
-            'prompt-caching-2024-07-31,context-1m-2025-08-07',
-          );
-        });
-      });
-
       it('should add "prompt-caching" beta header for claude-opus-4 model', () => {
         const client = new AnthropicClient('test-api-key');
         const modelOptions = {
@@ -293,6 +273,20 @@ describe('AnthropicClient', () => {
         );
       });
 
+      it('should add "prompt-caching" beta header for claude-4-sonnet model', () => {
+        const client = new AnthropicClient('test-api-key');
+        const modelOptions = {
+          model: 'claude-4-sonnet-20250514',
+        };
+        client.setOptions({ modelOptions, promptCache: true });
+        const anthropicClient = client.getClient(modelOptions);
+        expect(anthropicClient._options.defaultHeaders).toBeDefined();
+        expect(anthropicClient._options.defaultHeaders).toHaveProperty('anthropic-beta');
+        expect(anthropicClient._options.defaultHeaders['anthropic-beta']).toBe(
+          'prompt-caching-2024-07-31',
+        );
+      });
+
       it('should add "prompt-caching" beta header for claude-4-opus model', () => {
         const client = new AnthropicClient('test-api-key');
         const modelOptions = {

api/app/clients/specs/BaseClient.test.js

@@ -2,14 +2,6 @@ const { Constants } = require('librechat-data-provider');
 const { initializeFakeClient } = require('./FakeClient');
 
 jest.mock('~/db/connect');
-jest.mock('~/server/services/Config', () => ({
-  getAppConfig: jest.fn().mockResolvedValue({
-    // Default app config for tests
-    paths: { uploads: '/tmp' },
-    fileStrategy: 'local',
-    memory: { disabled: false },
-  }),
-}));
 jest.mock('~/models', () => ({
   User: jest.fn(),
   Key: jest.fn(),
@@ -587,8 +579,6 @@ describe('BaseClient', () => {
       expect(onStart).toHaveBeenCalledWith(
         expect.objectContaining({ text: 'Hello, world!' }),
         expect.any(String),
-        /** `isNewConvo` */
-        true,
       );
     });
 

api/app/clients/specs/FakeClient.js

@@ -1,5 +1,5 @@
-const { getModelMaxTokens } = require('@librechat/api');
 const BaseClient = require('../BaseClient');
+const { getModelMaxTokens } = require('../../../utils');
 
 class FakeClient extends BaseClient {
   constructor(apiKey, options = {}) {

api/app/clients/tools/index.js

@@ -1,4 +1,4 @@
-const manifest = require('./manifest');
+const availableTools = require('./manifest.json');
 
 // Structured Tools
 const DALLE3 = require('./structured/DALLE3');
@@ -13,8 +13,23 @@ const TraversaalSearch = require('./structured/TraversaalSearch');
 const createOpenAIImageTools = require('./structured/OpenAIImageTools');
 const TavilySearchResults = require('./structured/TavilySearchResults');
 
+/** @type {Record<string, TPlugin | undefined>} */
+const manifestToolMap = {};
+
+/** @type {Array<TPlugin>} */
+const toolkits = [];
+
+availableTools.forEach((tool) => {
+  manifestToolMap[tool.pluginKey] = tool;
+  if (tool.toolkit === true) {
+    toolkits.push(tool);
+  }
+});
+
 module.exports = {
-  ...manifest,
+  toolkits,
+  availableTools,
+  manifestToolMap,
   // Structured Tools
   DALLE3,
   FluxAPI,

api/app/clients/tools/manifest.js

@@ -1,20 +0,0 @@
-const availableTools = require('./manifest.json');
-
-/** @type {Record<string, TPlugin | undefined>} */
-const manifestToolMap = {};
-
-/** @type {Array<TPlugin>} */
-const toolkits = [];
-
-availableTools.forEach((tool) => {
-  manifestToolMap[tool.pluginKey] = tool;
-  if (tool.toolkit === true) {
-    toolkits.push(tool);
-  }
-});
-
-module.exports = {
-  toolkits,
-  availableTools,
-  manifestToolMap,
-};

api/app/clients/tools/manifest.json

@@ -49,7 +49,7 @@
     "pluginKey": "image_gen_oai",
     "toolkit": true,
     "description": "Image Generation and Editing using OpenAI's latest state-of-the-art models",
-    "icon": "assets/image_gen_oai.png",
+    "icon": "/assets/image_gen_oai.png",
     "authConfig": [
       {
         "authField": "IMAGE_GEN_OAI_API_KEY",
@@ -75,7 +75,7 @@
     "name": "Browser",
     "pluginKey": "web-browser",
     "description": "Scrape and summarize webpage data",
-    "icon": "assets/web-browser.svg",
+    "icon": "/assets/web-browser.svg",
     "authConfig": [
       {
         "authField": "OPENAI_API_KEY",
@@ -170,7 +170,7 @@
     "name": "OpenWeather",
     "pluginKey": "open_weather",
     "description": "Get weather forecasts and historical data from the OpenWeather API",
-    "icon": "assets/openweather.png",
+    "icon": "/assets/openweather.png",
     "authConfig": [
       {
         "authField": "OPENWEATHER_API_KEY",

api/app/clients/tools/structured/AzureAISearch.js

@@ -1,7 +1,7 @@
 const { z } = require('zod');
 const { Tool } = require('@langchain/core/tools');
-const { logger } = require('@librechat/data-schemas');
 const { SearchClient, AzureKeyCredential } = require('@azure/search-documents');
+const { logger } = require('~/config');
 
 class AzureAISearch extends Tool {
   // Constants for default values
@@ -18,7 +18,7 @@ class AzureAISearch extends Tool {
     super();
     this.name = 'azure-ai-search';
     this.description =
-      "Use the 'azure-ai-search' tool to retrieve search results relevant to your input";
+      'Use the \'azure-ai-search\' tool to retrieve search results relevant to your input';
     /* Used to initialize the Tool without necessary variables. */
     this.override = fields.override ?? false;
 

api/app/clients/tools/structured/DALLE3.js

@@ -1,13 +1,14 @@
 const { z } = require('zod');
 const path = require('path');
 const OpenAI = require('openai');
+const fetch = require('node-fetch');
 const { v4: uuidv4 } = require('uuid');
-const { ProxyAgent, fetch } = require('undici');
+const { ProxyAgent } = require('undici');
 const { Tool } = require('@langchain/core/tools');
-const { logger } = require('@librechat/data-schemas');
-const { getImageBasename } = require('@librechat/api');
 const { FileContext, ContentTypes } = require('librechat-data-provider');
+const { getImageBasename } = require('~/server/services/Files/images');
 const extractBaseURL = require('~/utils/extractBaseURL');
+const logger = require('~/config/winston');
 
 const displayMessage =
   "DALL-E displayed an image. All generated images are already plainly visible, so don't repeat the descriptions in detail. Do not list download links as they are available in the UI already. The user may download the images by clicking on them, but do not mention anything about downloading to the user.";

api/app/clients/tools/structured/FluxAPI.js

@@ -3,12 +3,12 @@ const axios = require('axios');
 const fetch = require('node-fetch');
 const { v4: uuidv4 } = require('uuid');
 const { Tool } = require('@langchain/core/tools');
-const { logger } = require('@librechat/data-schemas');
 const { HttpsProxyAgent } = require('https-proxy-agent');
 const { FileContext, ContentTypes } = require('librechat-data-provider');
+const { logger } = require('~/config');
 
 const displayMessage =
-  "Flux displayed an image. All generated images are already plainly visible, so don't repeat the descriptions in detail. Do not list download links as they are available in the UI already. The user may download the images by clicking on them, but do not mention anything about downloading to the user.";
+  'Flux displayed an image. All generated images are already plainly visible, so don\'t repeat the descriptions in detail. Do not list download links as they are available in the UI already. The user may download the images by clicking on them, but do not mention anything about downloading to the user.';
 
 /**
  * FluxAPI - A tool for generating high-quality images from text prompts using the Flux API.

api/app/clients/tools/structured/OpenAIImageTools.js

@@ -1,17 +1,69 @@
+const { z } = require('zod');
 const axios = require('axios');
 const { v4 } = require('uuid');
 const OpenAI = require('openai');
 const FormData = require('form-data');
 const { ProxyAgent } = require('undici');
 const { tool } = require('@langchain/core/tools');
+const { logAxiosError } = require('@librechat/api');
 const { logger } = require('@librechat/data-schemas');
-const { HttpsProxyAgent } = require('https-proxy-agent');
-const { logAxiosError, oaiToolkit } = require('@librechat/api');
 const { ContentTypes, EImageOutputType } = require('librechat-data-provider');
 const { getStrategyFunctions } = require('~/server/services/Files/strategies');
-const extractBaseURL = require('~/utils/extractBaseURL');
+const { extractBaseURL } = require('~/utils');
 const { getFiles } = require('~/models/File');
 
+/** Default descriptions for image generation tool  */
+const DEFAULT_IMAGE_GEN_DESCRIPTION = `
+Generates high-quality, original images based solely on text, not using any uploaded reference images.
+
+When to use \`image_gen_oai\`:
+- To create entirely new images from detailed text descriptions that do NOT reference any image files.
+
+When NOT to use \`image_gen_oai\`:
+- If the user has uploaded any images and requests modifications, enhancements, or remixing based on those uploads → use \`image_edit_oai\` instead.
+
+Generated image IDs will be returned in the response, so you can refer to them in future requests made to \`image_edit_oai\`.
+`.trim();
+
+/** Default description for image editing tool  */
+const DEFAULT_IMAGE_EDIT_DESCRIPTION =
+  `Generates high-quality, original images based on text and one or more uploaded/referenced images.
+
+When to use \`image_edit_oai\`:
+- The user wants to modify, extend, or remix one **or more** uploaded images, either:
+- Previously generated, or in the current request (both to be included in the \`image_ids\` array).
+- Always when the user refers to uploaded images for editing, enhancement, remixing, style transfer, or combining elements.
+- Any current or existing images are to be used as visual guides.
+- If there are any files in the current request, they are more likely than not expected as references for image edit requests.
+
+When NOT to use \`image_edit_oai\`:
+- Brand-new generations that do not rely on an existing image → use \`image_gen_oai\` instead.
+
+Both generated and referenced image IDs will be returned in the response, so you can refer to them in future requests made to \`image_edit_oai\`.
+`.trim();
+
+/** Default prompt descriptions  */
+const DEFAULT_IMAGE_GEN_PROMPT_DESCRIPTION = `Describe the image you want in detail. 
+      Be highly specific—break your idea into layers: 
+      (1) main concept and subject,
+      (2) composition and position,
+      (3) lighting and mood,
+      (4) style, medium, or camera details,
+      (5) important features (age, expression, clothing, etc.),
+      (6) background.
+      Use positive, descriptive language and specify what should be included, not what to avoid. 
+      List number and characteristics of people/objects, and mention style/technical requirements (e.g., "DSLR photo, 85mm lens, golden hour").
+      Do not reference any uploaded images—use for new image creation from text only.`;
+
+const DEFAULT_IMAGE_EDIT_PROMPT_DESCRIPTION = `Describe the changes, enhancements, or new ideas to apply to the uploaded image(s).
+      Be highly specific—break your request into layers: 
+      (1) main concept or transformation,
+      (2) specific edits/replacements or composition guidance,
+      (3) desired style, mood, or technique,
+      (4) features/items to keep, change, or add (such as objects, people, clothing, lighting, etc.).
+      Use positive, descriptive language and clarify what should be included or changed, not what to avoid.
+      Always base this prompt on the most recently uploaded reference images.`;
+
 const displayMessage =
   "The tool displayed an image. All generated images are already plainly visible, so don't repeat the descriptions in detail. Do not list download links as they are available in the UI already. The user may download the images by clicking on them, but do not mention anything about downloading to the user.";
 
@@ -39,6 +91,22 @@ function returnValue(value) {
   return value;
 }
 
+const getImageGenDescription = () => {
+  return process.env.IMAGE_GEN_OAI_DESCRIPTION || DEFAULT_IMAGE_GEN_DESCRIPTION;
+};
+
+const getImageEditDescription = () => {
+  return process.env.IMAGE_EDIT_OAI_DESCRIPTION || DEFAULT_IMAGE_EDIT_DESCRIPTION;
+};
+
+const getImageGenPromptDescription = () => {
+  return process.env.IMAGE_GEN_OAI_PROMPT_DESCRIPTION || DEFAULT_IMAGE_GEN_PROMPT_DESCRIPTION;
+};
+
+const getImageEditPromptDescription = () => {
+  return process.env.IMAGE_EDIT_OAI_PROMPT_DESCRIPTION || DEFAULT_IMAGE_EDIT_PROMPT_DESCRIPTION;
+};
+
 function createAbortHandler() {
   return function () {
     logger.debug('[ImageGenOAI] Image generation aborted');
@@ -53,9 +121,7 @@ function createAbortHandler() {
  * @param {string} fields.IMAGE_GEN_OAI_API_KEY - The OpenAI API key
  * @param {boolean} [fields.override] - Whether to override the API key check, necessary for app initialization
  * @param {MongoFile[]} [fields.imageFiles] - The images to be used for editing
- * @param {string} [fields.imageOutputType] - The image output type configuration
- * @param {string} [fields.fileStrategy] - The file storage strategy
- * @returns {Array<ReturnType<tool>>} - Array of image tools
+ * @returns {Array} - Array of image tools
  */
 function createOpenAIImageTools(fields = {}) {
   /** @type {boolean} Used to initialize the Tool without necessary variables. */
@@ -65,8 +131,8 @@ function createOpenAIImageTools(fields = {}) {
     throw new Error('This tool is only available for agents.');
   }
   const { req } = fields;
-  const imageOutputType = fields.imageOutputType || EImageOutputType.PNG;
-  const appFileStrategy = fields.fileStrategy;
+  const imageOutputType = req?.app.locals.imageOutputType || EImageOutputType.PNG;
+  const appFileStrategy = req?.app.locals.fileStrategy;
 
   const getApiKey = () => {
     const apiKey = process.env.IMAGE_GEN_OAI_API_KEY ?? '';
@@ -219,7 +285,46 @@ Error Message: ${error.message}`);
       ];
       return [response, { content, file_ids }];
     },
-    oaiToolkit.image_gen_oai,
+    {
+      name: 'image_gen_oai',
+      description: getImageGenDescription(),
+      schema: z.object({
+        prompt: z.string().max(32000).describe(getImageGenPromptDescription()),
+        background: z
+          .enum(['transparent', 'opaque', 'auto'])
+          .optional()
+          .describe(
+            'Sets transparency for the background. Must be one of transparent, opaque or auto (default). When transparent, the output format should be png or webp.',
+          ),
+        /*
+        n: z
+          .number()
+          .int()
+          .min(1)
+          .max(10)
+          .optional()
+          .describe('The number of images to generate. Must be between 1 and 10.'),
+        output_compression: z
+          .number()
+          .int()
+          .min(0)
+          .max(100)
+          .optional()
+          .describe('The compression level (0-100%) for webp or jpeg formats. Defaults to 100.'),
+           */
+        quality: z
+          .enum(['auto', 'high', 'medium', 'low'])
+          .optional()
+          .describe('The quality of the image. One of auto (default), high, medium, or low.'),
+        size: z
+          .enum(['auto', '1024x1024', '1536x1024', '1024x1536'])
+          .optional()
+          .describe(
+            'The size of the generated image. One of 1024x1024, 1536x1024 (landscape), 1024x1536 (portrait), or auto (default).',
+          ),
+      }),
+      responseFormat: 'content_and_artifact',
+    },
   );
 
   /**
@@ -349,7 +454,16 @@ Error Message: ${error.message}`);
         };
 
         if (process.env.PROXY) {
-          axiosConfig.httpsAgent = new HttpsProxyAgent(process.env.PROXY);
+          try {
+            const url = new URL(process.env.PROXY);
+            axiosConfig.proxy = {
+              host: url.hostname.replace(/^\[|\]$/g, ''),
+              port: url.port ? parseInt(url.port, 10) : undefined,
+              protocol: url.protocol.replace(':', ''),
+            };
+          } catch (error) {
+            logger.error('Error parsing proxy URL:', error);
+          }
         }
 
         if (process.env.IMAGE_GEN_OAI_AZURE_API_VERSION && process.env.IMAGE_GEN_OAI_BASEURL) {
@@ -403,7 +517,48 @@ Error Message: ${error.message || 'Unknown error'}`);
         }
       }
     },
-    oaiToolkit.image_edit_oai,
+    {
+      name: 'image_edit_oai',
+      description: getImageEditDescription(),
+      schema: z.object({
+        image_ids: z
+          .array(z.string())
+          .min(1)
+          .describe(
+            `
+IDs (image ID strings) of previously generated or uploaded images that should guide the edit.
+
+Guidelines:
+- If the user's request depends on any prior image(s), copy their image IDs into the \`image_ids\` array (in the same order the user refers to them).  
+- Never invent or hallucinate IDs; only use IDs that are still visible in the conversation context.
+- If no earlier image is relevant, omit the field entirely.
+`.trim(),
+          ),
+        prompt: z.string().max(32000).describe(getImageEditPromptDescription()),
+        /*
+        n: z
+          .number()
+          .int()
+          .min(1)
+          .max(10)
+          .optional()
+          .describe('The number of images to generate. Must be between 1 and 10. Defaults to 1.'),
+        */
+        quality: z
+          .enum(['auto', 'high', 'medium', 'low'])
+          .optional()
+          .describe(
+            'The quality of the image. One of auto (default), high, medium, or low. High/medium/low only supported for gpt-image-1.',
+          ),
+        size: z
+          .enum(['auto', '1024x1024', '1536x1024', '1024x1536', '256x256', '512x512'])
+          .optional()
+          .describe(
+            'The size of the generated images. For gpt-image-1: auto (default), 1024x1024, 1536x1024, 1024x1536. For dall-e-2: 256x256, 512x512, 1024x1024.',
+          ),
+      }),
+      responseFormat: 'content_and_artifact',
+    },
   );
 
   return [imageGenTool, imageEditTool];

api/app/clients/tools/structured/StableDiffusion.js

@@ -6,19 +6,19 @@ const axios = require('axios');
 const sharp = require('sharp');
 const { v4: uuidv4 } = require('uuid');
 const { Tool } = require('@langchain/core/tools');
-const { logger } = require('@librechat/data-schemas');
 const { FileContext, ContentTypes } = require('librechat-data-provider');
 const paths = require('~/config/paths');
+const { logger } = require('~/config');
 
 const displayMessage =
-  "Stable Diffusion displayed an image. All generated images are already plainly visible, so don't repeat the descriptions in detail. Do not list download links as they are available in the UI already. The user may download the images by clicking on them, but do not mention anything about downloading to the user.";
+  'Stable Diffusion displayed an image. All generated images are already plainly visible, so don\'t repeat the descriptions in detail. Do not list download links as they are available in the UI already. The user may download the images by clicking on them, but do not mention anything about downloading to the user.';
 
 class StableDiffusionAPI extends Tool {
   constructor(fields) {
     super();
     /** @type {string} User ID */
     this.userId = fields.userId;
-    /** @type {ServerRequest | undefined} Express Request object, only provided by ToolService */
+    /** @type {Express.Request | undefined} Express Request object, only provided by ToolService */
     this.req = fields.req;
     /** @type {boolean} Used to initialize the Tool without necessary variables. */
     this.override = fields.override ?? false;
@@ -44,7 +44,7 @@ class StableDiffusionAPI extends Tool {
 // "negative_prompt":"semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, out of frame, low quality, ugly, mutation, deformed"
 // - Generate images only once per human query unless explicitly requested by the user`;
     this.description =
-      "You can generate images using text with 'stable-diffusion'. This tool is exclusively for visual content.";
+      'You can generate images using text with \'stable-diffusion\'. This tool is exclusively for visual content.';
     this.schema = z.object({
       prompt: z
         .string()

api/app/clients/tools/structured/TraversaalSearch.js

@@ -1,7 +1,7 @@
 const { z } = require('zod');
 const { Tool } = require('@langchain/core/tools');
-const { logger } = require('@librechat/data-schemas');
 const { getEnvironmentVariable } = require('@langchain/core/utils/env');
+const { logger } = require('~/config');
 
 /**
  * Tool for the Traversaal AI search API, Ares.
@@ -21,7 +21,7 @@ class TraversaalSearch extends Tool {
       query: z
         .string()
         .describe(
-          "A properly written sentence to be interpreted by an AI to search the web according to the user's request.",
+          'A properly written sentence to be interpreted by an AI to search the web according to the user\'s request.',
         ),
     });
 
@@ -38,6 +38,7 @@ class TraversaalSearch extends Tool {
     return apiKey;
   }
 
+  // eslint-disable-next-line no-unused-vars
   async _call({ query }, _runManager) {
     const body = {
       query: [query],

api/app/clients/tools/structured/Wolfram.js

@@ -1,8 +1,8 @@
 /* eslint-disable no-useless-escape */
-const { z } = require('zod');
 const axios = require('axios');
+const { z } = require('zod');
 const { Tool } = require('@langchain/core/tools');
-const { logger } = require('@librechat/data-schemas');
+const { logger } = require('~/config');
 
 class WolframAlphaAPI extends Tool {
   constructor(fields) {

api/app/clients/tools/structured/YouTube.js

@@ -1,9 +1,9 @@
-const { ytToolkit } = require('@librechat/api');
+const { z } = require('zod');
 const { tool } = require('@langchain/core/tools');
 const { youtube } = require('@googleapis/youtube');
-const { logger } = require('@librechat/data-schemas');
 const { YoutubeTranscript } = require('youtube-transcript');
 const { getApiKey } = require('./credentials');
+const { logger } = require('~/config');
 
 function extractVideoId(url) {
   const rawIdRegex = /^[a-zA-Z0-9_-]{11}$/;
@@ -29,7 +29,7 @@ function parseTranscript(transcriptResponse) {
     .map((entry) => entry.text.trim())
     .filter((text) => text)
     .join(' ')
-    .replaceAll(''', "'");
+    .replaceAll(''', '\'');
 }
 
 function createYouTubeTools(fields = {}) {
@@ -42,94 +42,160 @@ function createYouTubeTools(fields = {}) {
     auth: apiKey,
   });
 
-  const searchTool = tool(async ({ query, maxResults = 5 }) => {
-    const response = await youtubeClient.search.list({
-      part: 'snippet',
-      q: query,
-      type: 'video',
-      maxResults: maxResults || 5,
-    });
-    const result = response.data.items.map((item) => ({
-      title: item.snippet.title,
-      description: item.snippet.description,
-      url: `https://www.youtube.com/watch?v=${item.id.videoId}`,
-    }));
-    return JSON.stringify(result, null, 2);
-  }, ytToolkit.youtube_search);
+  const searchTool = tool(
+    async ({ query, maxResults = 5 }) => {
+      const response = await youtubeClient.search.list({
+        part: 'snippet',
+        q: query,
+        type: 'video',
+        maxResults: maxResults || 5,
+      });
+      const result = response.data.items.map((item) => ({
+        title: item.snippet.title,
+        description: item.snippet.description,
+        url: `https://www.youtube.com/watch?v=${item.id.videoId}`,
+      }));
+      return JSON.stringify(result, null, 2);
+    },
+    {
+      name: 'youtube_search',
+      description: `Search for YouTube videos by keyword or phrase.
+- Required: query (search terms to find videos)
+- Optional: maxResults (number of videos to return, 1-50, default: 5)
+- Returns: List of videos with titles, descriptions, and URLs
+- Use for: Finding specific videos, exploring content, research
+Example: query="cooking pasta tutorials" maxResults=3`,
+      schema: z.object({
+        query: z.string().describe('Search query terms'),
+        maxResults: z.number().int().min(1).max(50).optional().describe('Number of results (1-50)'),
+      }),
+    },
+  );
 
-  const infoTool = tool(async ({ url }) => {
-    const videoId = extractVideoId(url);
-    if (!videoId) {
-      throw new Error('Invalid YouTube URL or video ID');
-    }
+  const infoTool = tool(
+    async ({ url }) => {
+      const videoId = extractVideoId(url);
+      if (!videoId) {
+        throw new Error('Invalid YouTube URL or video ID');
+      }
 
-    const response = await youtubeClient.videos.list({
-      part: 'snippet,statistics',
-      id: videoId,
-    });
+      const response = await youtubeClient.videos.list({
+        part: 'snippet,statistics',
+        id: videoId,
+      });
 
-    if (!response.data.items?.length) {
-      throw new Error('Video not found');
-    }
-    const video = response.data.items[0];
+      if (!response.data.items?.length) {
+        throw new Error('Video not found');
+      }
+      const video = response.data.items[0];
 
-    const result = {
-      title: video.snippet.title,
-      description: video.snippet.description,
-      views: video.statistics.viewCount,
-      likes: video.statistics.likeCount,
-      comments: video.statistics.commentCount,
-    };
-    return JSON.stringify(result, null, 2);
-  }, ytToolkit.youtube_info);
+      const result = {
+        title: video.snippet.title,
+        description: video.snippet.description,
+        views: video.statistics.viewCount,
+        likes: video.statistics.likeCount,
+        comments: video.statistics.commentCount,
+      };
+      return JSON.stringify(result, null, 2);
+    },
+    {
+      name: 'youtube_info',
+      description: `Get detailed metadata and statistics for a specific YouTube video.
+- Required: url (full YouTube URL or video ID)
+- Returns: Video title, description, view count, like count, comment count
+- Use for: Getting video metrics and basic metadata
+- DO NOT USE FOR VIDEO SUMMARIES, USE TRANSCRIPTS FOR COMPREHENSIVE ANALYSIS
+- Accepts both full URLs and video IDs
+Example: url="https://youtube.com/watch?v=abc123" or url="abc123"`,
+      schema: z.object({
+        url: z.string().describe('YouTube video URL or ID'),
+      }),
+    },
+  );
 
-  const commentsTool = tool(async ({ url, maxResults = 10 }) => {
-    const videoId = extractVideoId(url);
-    if (!videoId) {
-      throw new Error('Invalid YouTube URL or video ID');
-    }
+  const commentsTool = tool(
+    async ({ url, maxResults = 10 }) => {
+      const videoId = extractVideoId(url);
+      if (!videoId) {
+        throw new Error('Invalid YouTube URL or video ID');
+      }
 
-    const response = await youtubeClient.commentThreads.list({
-      part: 'snippet',
-      videoId,
-      maxResults: maxResults || 10,
-    });
+      const response = await youtubeClient.commentThreads.list({
+        part: 'snippet',
+        videoId,
+        maxResults: maxResults || 10,
+      });
 
-    const result = response.data.items.map((item) => ({
-      author: item.snippet.topLevelComment.snippet.authorDisplayName,
-      text: item.snippet.topLevelComment.snippet.textDisplay,
-      likes: item.snippet.topLevelComment.snippet.likeCount,
-    }));
-    return JSON.stringify(result, null, 2);
-  }, ytToolkit.youtube_comments);
+      const result = response.data.items.map((item) => ({
+        author: item.snippet.topLevelComment.snippet.authorDisplayName,
+        text: item.snippet.topLevelComment.snippet.textDisplay,
+        likes: item.snippet.topLevelComment.snippet.likeCount,
+      }));
+      return JSON.stringify(result, null, 2);
+    },
+    {
+      name: 'youtube_comments',
+      description: `Retrieve top-level comments from a YouTube video.
+- Required: url (full YouTube URL or video ID)
+- Optional: maxResults (number of comments, 1-50, default: 10)
+- Returns: Comment text, author names, like counts
+- Use for: Sentiment analysis, audience feedback, engagement review
+Example: url="abc123" maxResults=20`,
+      schema: z.object({
+        url: z.string().describe('YouTube video URL or ID'),
+        maxResults: z
+          .number()
+          .int()
+          .min(1)
+          .max(50)
+          .optional()
+          .describe('Number of comments to retrieve'),
+      }),
+    },
+  );
 
-  const transcriptTool = tool(async ({ url }) => {
-    const videoId = extractVideoId(url);
-    if (!videoId) {
-      throw new Error('Invalid YouTube URL or video ID');
-    }
-
-    try {
-      try {
-        const transcript = await YoutubeTranscript.fetchTranscript(videoId, { lang: 'en' });
-        return parseTranscript(transcript);
-      } catch (e) {
-        logger.error(e);
+  const transcriptTool = tool(
+    async ({ url }) => {
+      const videoId = extractVideoId(url);
+      if (!videoId) {
+        throw new Error('Invalid YouTube URL or video ID');
       }
 
       try {
-        const transcript = await YoutubeTranscript.fetchTranscript(videoId, { lang: 'de' });
-        return parseTranscript(transcript);
-      } catch (e) {
-        logger.error(e);
-      }
+        try {
+          const transcript = await YoutubeTranscript.fetchTranscript(videoId, { lang: 'en' });
+          return parseTranscript(transcript);
+        } catch (e) {
+          logger.error(e);
+        }
 
-      const transcript = await YoutubeTranscript.fetchTranscript(videoId);
-      return parseTranscript(transcript);
-    } catch (error) {
-      throw new Error(`Failed to fetch transcript: ${error.message}`);
-    }
-  }, ytToolkit.youtube_transcript);
+        try {
+          const transcript = await YoutubeTranscript.fetchTranscript(videoId, { lang: 'de' });
+          return parseTranscript(transcript);
+        } catch (e) {
+          logger.error(e);
+        }
+
+        const transcript = await YoutubeTranscript.fetchTranscript(videoId);
+        return parseTranscript(transcript);
+      } catch (error) {
+        throw new Error(`Failed to fetch transcript: ${error.message}`);
+      }
+    },
+    {
+      name: 'youtube_transcript',
+      description: `Fetch and parse the transcript/captions of a YouTube video.
+- Required: url (full YouTube URL or video ID)
+- Returns: Full video transcript as plain text
+- Use for: Content analysis, summarization, translation reference
+- This is the "Go-to" tool for analyzing actual video content
+- Attempts to fetch English first, then German, then any available language
+Example: url="https://youtube.com/watch?v=abc123"`,
+      schema: z.object({
+        url: z.string().describe('YouTube video URL or ID'),
+      }),
+    },
+  );
 
   return [searchTool, infoTool, commentsTool, transcriptTool];
 }

api/app/clients/tools/structured/specs/DALLE3-proxy.spec.js

@@ -1,9 +1,43 @@
 const DALLE3 = require('../DALLE3');
 const { ProxyAgent } = require('undici');
 
-jest.mock('tiktoken');
 const processFileURL = jest.fn();
 
+jest.mock('~/server/services/Files/images', () => ({
+  getImageBasename: jest.fn().mockImplementation((url) => {
+    const parts = url.split('/');
+    const lastPart = parts.pop();
+    const imageExtensionRegex = /\.(jpg|jpeg|png|gif|bmp|tiff|svg)$/i;
+    if (imageExtensionRegex.test(lastPart)) {
+      return lastPart;
+    }
+    return '';
+  }),
+}));
+
+jest.mock('fs', () => {
+  return {
+    existsSync: jest.fn(),
+    mkdirSync: jest.fn(),
+    promises: {
+      writeFile: jest.fn(),
+      readFile: jest.fn(),
+      unlink: jest.fn(),
+    },
+  };
+});
+
+jest.mock('path', () => {
+  return {
+    resolve: jest.fn(),
+    join: jest.fn(),
+    relative: jest.fn(),
+    extname: jest.fn().mockImplementation((filename) => {
+      return filename.slice(filename.lastIndexOf('.'));
+    }),
+  };
+});
+
 describe('DALLE3 Proxy Configuration', () => {
   let originalEnv;
 

api/app/clients/tools/structured/specs/DALLE3.spec.js

@@ -1,8 +1,9 @@
 const OpenAI = require('openai');
-const { logger } = require('@librechat/data-schemas');
 const DALLE3 = require('../DALLE3');
+const logger = require('~/config/winston');
 
 jest.mock('openai');
+
 jest.mock('@librechat/data-schemas', () => {
   return {
     logger: {
@@ -25,6 +26,25 @@ jest.mock('tiktoken', () => {
 
 const processFileURL = jest.fn();
 
+jest.mock('~/server/services/Files/images', () => ({
+  getImageBasename: jest.fn().mockImplementation((url) => {
+    // Split the URL by '/'
+    const parts = url.split('/');
+
+    // Get the last part of the URL
+    const lastPart = parts.pop();
+
+    // Check if the last part of the URL matches the image extension regex
+    const imageExtensionRegex = /\.(jpg|jpeg|png|gif|bmp|tiff|svg)$/i;
+    if (imageExtensionRegex.test(lastPart)) {
+      return lastPart;
+    }
+
+    // If the regex test fails, return an empty string
+    return '';
+  }),
+}));
+
 const generate = jest.fn();
 OpenAI.mockImplementation(() => ({
   images: {

api/app/clients/tools/util/fileSearch.js

@@ -2,9 +2,9 @@ const { z } = require('zod');
 const axios = require('axios');
 const { tool } = require('@langchain/core/tools');
 const { logger } = require('@librechat/data-schemas');
-const { generateShortLivedToken } = require('@librechat/api');
 const { Tools, EToolResources } = require('librechat-data-provider');
 const { filterFilesByAgentAccess } = require('~/server/services/Files/permissions');
+const { generateShortLivedToken } = require('~/server/services/AuthService');
 const { getFiles } = require('~/models/File');
 
 /**
@@ -68,19 +68,18 @@ const primeFiles = async (options) => {
 /**
  *
  * @param {Object} options
- * @param {string} options.userId
+ * @param {ServerRequest} options.req
  * @param {Array<{ file_id: string; filename: string }>} options.files
  * @param {string} [options.entity_id]
- * @param {boolean} [options.fileCitations=false] - Whether to include citation instructions
  * @returns
  */
-const createFileSearchTool = async ({ userId, files, entity_id, fileCitations = false }) => {
+const createFileSearchTool = async ({ req, files, entity_id }) => {
   return tool(
     async ({ query }) => {
       if (files.length === 0) {
         return 'No files to search. Instruct the user to add files for the search.';
       }
-      const jwtToken = generateShortLivedToken(userId);
+      const jwtToken = generateShortLivedToken(req.user.id);
       if (!jwtToken) {
         return 'There was an error authenticating the file search request.';
       }
@@ -143,9 +142,9 @@ const createFileSearchTool = async ({ userId, files, entity_id, fileCitations =
       const formattedString = formattedResults
         .map(
           (result, index) =>
-            `File: ${result.filename}${
-              fileCitations ? `\nAnchor: \\ue202turn0file${index} (${result.filename})` : ''
-            }\nRelevance: ${(1.0 - result.distance).toFixed(4)}\nContent: ${result.content}\n`,
+            `File: ${result.filename}\nAnchor: \\ue202turn0file${index} (${result.filename})\nRelevance: ${(1.0 - result.distance).toFixed(4)}\nContent: ${
+              result.content
+            }\n`,
         )
         .join('\n---\n');
 
@@ -159,14 +158,12 @@ const createFileSearchTool = async ({ userId, files, entity_id, fileCitations =
         pageRelevance: result.page ? { [result.page]: 1.0 - result.distance } : {},
       }));
 
-      return [formattedString, { [Tools.file_search]: { sources, fileCitations } }];
+      return [formattedString, { [Tools.file_search]: { sources } }];
     },
     {
       name: Tools.file_search,
       responseFormat: 'content_and_artifact',
-      description: `Performs semantic search across attached "${Tools.file_search}" documents using natural language queries. This tool analyzes the content of uploaded files to find relevant information, quotes, and passages that best match your query. Use this to extract specific information or find relevant sections within the available documents.${
-        fileCitations
-          ? `
+      description: `Performs semantic search across attached "${Tools.file_search}" documents using natural language queries. This tool analyzes the content of uploaded files to find relevant information, quotes, and passages that best match your query. Use this to extract specific information or find relevant sections within the available documents.
 
 **CITE FILE SEARCH RESULTS:**
 Use anchor markers immediately after statements derived from file content. Reference the filename in your text:
@@ -174,9 +171,7 @@ Use anchor markers immediately after statements derived from file content. Refer
 - Page reference: "According to report.docx... \\ue202turn0file1"
 - Multi-file: "Multiple sources confirm... \\ue200\\ue202turn0file0\\ue202turn0file1\\ue201"
 
-**ALWAYS mention the filename in your text before the citation marker. NEVER use markdown links or footnotes.**`
-          : ''
-      }`,
+**ALWAYS mention the filename in your text before the citation marker. NEVER use markdown links or footnotes.**`,
       schema: z.object({
         query: z
           .string()

api/app/clients/tools/util/handleOpenAIErrors.js

@@ -1,5 +1,5 @@
 const OpenAI = require('openai');
-const { logger } = require('@librechat/data-schemas');
+const { logger } = require('~/config');
 
 /**
  * Handles errors that may occur when making requests to OpenAI's API.

api/app/clients/tools/util/handleTools.js

@@ -1,21 +1,9 @@
 const { logger } = require('@librechat/data-schemas');
 const { SerpAPI } = require('@langchain/community/tools/serpapi');
 const { Calculator } = require('@langchain/community/tools/calculator');
+const { mcpToolPattern, loadWebSearchAuth } = require('@librechat/api');
 const { EnvVar, createCodeExecutionTool, createSearchTool } = require('@librechat/agents');
-const {
-  checkAccess,
-  createSafeUser,
-  mcpToolPattern,
-  loadWebSearchAuth,
-} = require('@librechat/api');
-const {
-  Tools,
-  Constants,
-  Permissions,
-  EToolResources,
-  PermissionTypes,
-  replaceSpecialVars,
-} = require('librechat-data-provider');
+const { Tools, EToolResources, replaceSpecialVars } = require('librechat-data-provider');
 const {
   availableTools,
   manifestToolMap,
@@ -36,10 +24,9 @@ const {
 const { primeFiles: primeCodeFiles } = require('~/server/services/Files/Code/process');
 const { createFileSearchTool, primeFiles: primeSearchFiles } = require('./fileSearch');
 const { getUserPluginAuthValue } = require('~/server/services/PluginService');
-const { createMCPTool, createMCPTools } = require('~/server/services/MCP');
 const { loadAuthValues } = require('~/server/services/Tools/credentials');
-const { getMCPServerTools } = require('~/server/services/Config');
-const { getRoleByName } = require('~/models/Role');
+const { getCachedTools } = require('~/server/services/Config');
+const { createMCPTool } = require('~/server/services/MCP');
 
 /**
  * Validates the availability and authentication of tools for a user based on environment variables or user-specific plugin authentication values.
@@ -134,37 +121,27 @@ const getAuthFields = (toolKey) => {
 
 /**
  *
- * @param {object} params
- * @param {string} params.user
- * @param {Record<string, Record<string, string>>} [object.userMCPAuthMap]
- * @param {AbortSignal} [object.signal]
- * @param {Pick<Agent, 'id' | 'provider' | 'model'>} [params.agent]
- * @param {string} [params.model]
- * @param {EModelEndpoint} [params.endpoint]
- * @param {LoadToolOptions} [params.options]
- * @param {boolean} [params.useSpecs]
- * @param {Array<string>} params.tools
- * @param {boolean} [params.functions]
- * @param {boolean} [params.returnMap]
- * @param {AppConfig['webSearch']} [params.webSearch]
- * @param {AppConfig['fileStrategy']} [params.fileStrategy]
- * @param {AppConfig['imageOutputType']} [params.imageOutputType]
+ * @param {object} object
+ * @param {string} object.user
+ * @param {Pick<Agent, 'id' | 'provider' | 'model'>} [object.agent]
+ * @param {string} [object.model]
+ * @param {EModelEndpoint} [object.endpoint]
+ * @param {LoadToolOptions} [object.options]
+ * @param {boolean} [object.useSpecs]
+ * @param {Array<string>} object.tools
+ * @param {boolean} [object.functions]
+ * @param {boolean} [object.returnMap]
  * @returns {Promise<{ loadedTools: Tool[], toolContextMap: Object<string, any> } | Record<string,Tool>>}
  */
 const loadTools = async ({
   user,
   agent,
   model,
-  signal,
   endpoint,
-  userMCPAuthMap,
   tools = [],
   options = {},
   functions = true,
   returnMap = false,
-  webSearch,
-  fileStrategy,
-  imageOutputType,
 }) => {
   const toolConstructors = {
     flux: FluxAPI,
@@ -223,8 +200,6 @@ const loadTools = async ({
         ...authValues,
         isAgent: !!agent,
         req: options.req,
-        imageOutputType,
-        fileStrategy,
         imageFiles,
       });
     },
@@ -240,7 +215,7 @@ const loadTools = async ({
   const imageGenOptions = {
     isAgent: !!agent,
     req: options.req,
-    fileStrategy,
+    fileStrategy: options.fileStrategy,
     processFileURL: options.processFileURL,
     returnMetadata: options.returnMetadata,
     uploadImageBuffer: options.uploadImageBuffer,
@@ -255,7 +230,7 @@ const loadTools = async ({
 
   /** @type {Record<string, string>} */
   const toolContextMap = {};
-  const requestedMCPTools = {};
+  const cachedTools = (await getCachedTools({ userId: user, includeGlobal: true })) ?? {};
 
   for (const tool of tools) {
     if (tool === Tools.execute_code) {
@@ -293,36 +268,15 @@ const loadTools = async ({
         if (toolContext) {
           toolContextMap[tool] = toolContext;
         }
-
-        /** @type {boolean | undefined} Check if user has FILE_CITATIONS permission */
-        let fileCitations;
-        if (fileCitations == null && options.req?.user != null) {
-          try {
-            fileCitations = await checkAccess({
-              user: options.req.user,
-              permissionType: PermissionTypes.FILE_CITATIONS,
-              permissions: [Permissions.USE],
-              getRoleByName,
-            });
-          } catch (error) {
-            logger.error('[handleTools] FILE_CITATIONS permission check failed:', error);
-            fileCitations = false;
-          }
-        }
-
-        return createFileSearchTool({
-          userId: user,
-          files,
-          entity_id: agent?.id,
-          fileCitations,
-        });
+        return createFileSearchTool({ req: options.req, files, entity_id: agent?.id });
       };
       continue;
     } else if (tool === Tools.web_search) {
+      const webSearchConfig = options?.req?.app?.locals?.webSearch;
       const result = await loadWebSearchAuth({
         userId: user,
         loadAuthValues,
-        webSearchConfig: webSearch,
+        webSearchConfig,
       });
       const { onSearchResults, onGetHighlights } = options?.[Tools.web_search] ?? {};
       requestedTools[tool] = async () => {
@@ -344,34 +298,15 @@ Current Date & Time: ${replaceSpecialVars({ text: '{{iso_datetime}}' })}
         });
       };
       continue;
-    } else if (tool && mcpToolPattern.test(tool)) {
-      const [toolName, serverName] = tool.split(Constants.mcp_delimiter);
-      if (toolName === Constants.mcp_server) {
-        /** Placeholder used for UI purposes */
-        continue;
-      }
-      if (serverName && options.req?.config?.mcpConfig?.[serverName] == null) {
-        logger.warn(
-          `MCP server "${serverName}" for "${toolName}" tool is not configured${agent?.id != null && agent.id ? ` but attached to "${agent.id}"` : ''}`,
-        );
-        continue;
-      }
-      if (toolName === Constants.mcp_all) {
-        requestedMCPTools[serverName] = [
-          {
-            type: 'all',
-            serverName,
-          },
-        ];
-        continue;
-      }
-
-      requestedMCPTools[serverName] = requestedMCPTools[serverName] || [];
-      requestedMCPTools[serverName].push({
-        type: 'single',
-        toolKey: tool,
-        serverName,
-      });
+    } else if (tool && cachedTools && mcpToolPattern.test(tool)) {
+      requestedTools[tool] = async () =>
+        createMCPTool({
+          req: options.req,
+          res: options.res,
+          toolKey: tool,
+          model: agent?.model ?? model,
+          provider: agent?.provider ?? endpoint,
+        });
       continue;
     }
 
@@ -411,75 +346,6 @@ Current Date & Time: ${replaceSpecialVars({ text: '{{iso_datetime}}' })}
   }
 
   const loadedTools = (await Promise.all(toolPromises)).flatMap((plugin) => plugin || []);
-  const mcpToolPromises = [];
-  /** MCP server tools are initialized sequentially by server */
-  let index = -1;
-  const failedMCPServers = new Set();
-  const safeUser = createSafeUser(options.req?.user);
-  for (const [serverName, toolConfigs] of Object.entries(requestedMCPTools)) {
-    index++;
-    /** @type {LCAvailableTools} */
-    let availableTools;
-    for (const config of toolConfigs) {
-      try {
-        if (failedMCPServers.has(serverName)) {
-          continue;
-        }
-        const mcpParams = {
-          index,
-          signal,
-          user: safeUser,
-          userMCPAuthMap,
-          res: options.res,
-          model: agent?.model ?? model,
-          serverName: config.serverName,
-          provider: agent?.provider ?? endpoint,
-        };
-
-        if (config.type === 'all' && toolConfigs.length === 1) {
-          /** Handle async loading for single 'all' tool config */
-          mcpToolPromises.push(
-            createMCPTools(mcpParams).catch((error) => {
-              logger.error(`Error loading ${serverName} tools:`, error);
-              return null;
-            }),
-          );
-          continue;
-        }
-        if (!availableTools) {
-          try {
-            availableTools = await getMCPServerTools(safeUser.id, serverName);
-          } catch (error) {
-            logger.error(`Error fetching available tools for MCP server ${serverName}:`, error);
-          }
-        }
-
-        /** Handle synchronous loading */
-        const mcpTool =
-          config.type === 'all'
-            ? await createMCPTools(mcpParams)
-            : await createMCPTool({
-                ...mcpParams,
-                availableTools,
-                toolKey: config.toolKey,
-              });
-
-        if (Array.isArray(mcpTool)) {
-          loadedTools.push(...mcpTool);
-        } else if (mcpTool) {
-          loadedTools.push(mcpTool);
-        } else {
-          failedMCPServers.add(serverName);
-          logger.warn(
-            `MCP tool creation failed for "${config.toolKey}", server may be unavailable or unauthenticated.`,
-          );
-        }
-      } catch (error) {
-        logger.error(`Error loading MCP tool for server ${serverName}:`, error);
-      }
-    }
-  }
-  loadedTools.push(...(await Promise.all(mcpToolPromises)).flatMap((plugin) => plugin || []));
   return { loadedTools, toolContextMap };
 };
 

api/app/clients/tools/util/handleTools.test.js

@@ -9,27 +9,7 @@ const mockPluginService = {
 
 jest.mock('~/server/services/PluginService', () => mockPluginService);
 
-jest.mock('~/server/services/Config', () => ({
-  getAppConfig: jest.fn().mockResolvedValue({
-    // Default app config for tool tests
-    paths: { uploads: '/tmp' },
-    fileStrategy: 'local',
-    filteredTools: [],
-    includedTools: [],
-  }),
-  getCachedTools: jest.fn().mockResolvedValue({
-    // Default cached tools for tests
-    dalle: {
-      type: 'function',
-      function: {
-        name: 'dalle',
-        description: 'DALL-E image generation',
-        parameters: {},
-      },
-    },
-  }),
-}));
-
+const { BaseLLM } = require('@langchain/openai');
 const { Calculator } = require('@langchain/community/tools/calculator');
 
 const { User } = require('~/db/models');
@@ -171,6 +151,7 @@ describe('Tool Handlers', () => {
     beforeAll(async () => {
       const toolMap = await loadTools({
         user: fakeUser._id,
+        model: BaseLLM,
         tools: sampleTools,
         returnMap: true,
         useSpecs: true,
@@ -264,6 +245,7 @@ describe('Tool Handlers', () => {
     it('returns an empty object when no tools are requested', async () => {
       toolFunctions = await loadTools({
         user: fakeUser._id,
+        model: BaseLLM,
         returnMap: true,
         useSpecs: true,
       });
@@ -273,6 +255,7 @@ describe('Tool Handlers', () => {
       process.env.SD_WEBUI_URL = mockCredential;
       toolFunctions = await loadTools({
         user: fakeUser._id,
+        model: BaseLLM,
         tools: ['stable-diffusion'],
         functions: true,
         returnMap: true,

api/cache/cacheConfig.js

@@ -1,7 +1,6 @@
-import { readFileSync, existsSync } from 'fs';
-import { logger } from '@librechat/data-schemas';
-import { CacheKeys } from 'librechat-data-provider';
-import { math, isEnabled } from '~/utils';
+const fs = require('fs');
+const { math, isEnabled } = require('@librechat/api');
+const { CacheKeys } = require('librechat-data-provider');
 
 // To ensure that different deployments do not interfere with each other's cache, we use a prefix for the Redis keys.
 // This prefix is usually the deployment ID, which is often passed to the container or pod as an env var.
@@ -25,7 +24,7 @@ const FORCED_IN_MEMORY_CACHE_NAMESPACES = process.env.FORCED_IN_MEMORY_CACHE_NAM
 
 // Validate against CacheKeys enum
 if (FORCED_IN_MEMORY_CACHE_NAMESPACES.length > 0) {
-  const validKeys = Object.values(CacheKeys) as string[];
+  const validKeys = Object.values(CacheKeys);
   const invalidKeys = FORCED_IN_MEMORY_CACHE_NAMESPACES.filter((key) => !validKeys.includes(key));
 
   if (invalidKeys.length > 0) {
@@ -35,37 +34,14 @@ if (FORCED_IN_MEMORY_CACHE_NAMESPACES.length > 0) {
   }
 }
 
-/** Helper function to safely read Redis CA certificate from file
- * @returns {string|null} The contents of the CA certificate file, or null if not set or on error
- */
-const getRedisCA = (): string | null => {
-  const caPath = process.env.REDIS_CA;
-  if (!caPath) {
-    return null;
-  }
-
-  try {
-    if (existsSync(caPath)) {
-      return readFileSync(caPath, 'utf8');
-    } else {
-      logger.warn(`Redis CA certificate file not found: ${caPath}`);
-      return null;
-    }
-  } catch (error) {
-    logger.error(`Failed to read Redis CA certificate file '${caPath}':`, error);
-    return null;
-  }
-};
-
 const cacheConfig = {
   FORCED_IN_MEMORY_CACHE_NAMESPACES,
   USE_REDIS,
   REDIS_URI: process.env.REDIS_URI,
   REDIS_USERNAME: process.env.REDIS_USERNAME,
   REDIS_PASSWORD: process.env.REDIS_PASSWORD,
-  REDIS_CA: getRedisCA(),
-  REDIS_KEY_PREFIX: process.env[REDIS_KEY_PREFIX_VAR ?? ''] || REDIS_KEY_PREFIX || '',
-  GLOBAL_PREFIX_SEPARATOR: '::',
+  REDIS_CA: process.env.REDIS_CA ? fs.readFileSync(process.env.REDIS_CA, 'utf8') : null,
+  REDIS_KEY_PREFIX: process.env[REDIS_KEY_PREFIX_VAR] || REDIS_KEY_PREFIX || '',
   REDIS_MAX_LISTENERS: math(process.env.REDIS_MAX_LISTENERS, 40),
   REDIS_PING_INTERVAL: math(process.env.REDIS_PING_INTERVAL, 0),
   /** Max delay between reconnection attempts in ms */
@@ -76,15 +52,11 @@ const cacheConfig = {
   REDIS_CONNECT_TIMEOUT: math(process.env.REDIS_CONNECT_TIMEOUT, 10000),
   /** Queue commands when disconnected */
   REDIS_ENABLE_OFFLINE_QUEUE: isEnabled(process.env.REDIS_ENABLE_OFFLINE_QUEUE ?? 'true'),
-  /** flag to modify redis connection by adding dnsLookup this is required when connecting to elasticache for ioredis
-   * see "Special Note: Aws Elasticache Clusters with TLS" on this webpage:  https://www.npmjs.com/package/ioredis **/
-  REDIS_USE_ALTERNATIVE_DNS_LOOKUP: isEnabled(process.env.REDIS_USE_ALTERNATIVE_DNS_LOOKUP),
-  /** Enable redis cluster without the need of multiple URIs */
-  USE_REDIS_CLUSTER: isEnabled(process.env.USE_REDIS_CLUSTER ?? 'false'),
+
   CI: isEnabled(process.env.CI),
   DEBUG_MEMORY_CACHE: isEnabled(process.env.DEBUG_MEMORY_CACHE),
 
   BAN_DURATION: math(process.env.BAN_DURATION, 7200000), // 2 hours
 };
 
-export { cacheConfig };
+module.exports = { cacheConfig };

api/cache/cacheConfig.spec.js

@@ -0,0 +1,157 @@
+const fs = require('fs');
+
+describe('cacheConfig', () => {
+  let originalEnv;
+  let originalReadFileSync;
+
+  beforeEach(() => {
+    originalEnv = { ...process.env };
+    originalReadFileSync = fs.readFileSync;
+
+    // Clear all related env vars first
+    delete process.env.REDIS_URI;
+    delete process.env.REDIS_CA;
+    delete process.env.REDIS_KEY_PREFIX_VAR;
+    delete process.env.REDIS_KEY_PREFIX;
+    delete process.env.USE_REDIS;
+    delete process.env.REDIS_PING_INTERVAL;
+    delete process.env.FORCED_IN_MEMORY_CACHE_NAMESPACES;
+
+    // Clear require cache
+    jest.resetModules();
+  });
+
+  afterEach(() => {
+    process.env = originalEnv;
+    fs.readFileSync = originalReadFileSync;
+    jest.resetModules();
+  });
+
+  describe('REDIS_KEY_PREFIX validation and resolution', () => {
+    test('should throw error when both REDIS_KEY_PREFIX_VAR and REDIS_KEY_PREFIX are set', () => {
+      process.env.REDIS_KEY_PREFIX_VAR = 'DEPLOYMENT_ID';
+      process.env.REDIS_KEY_PREFIX = 'manual-prefix';
+
+      expect(() => {
+        require('./cacheConfig');
+      }).toThrow('Only either REDIS_KEY_PREFIX_VAR or REDIS_KEY_PREFIX can be set.');
+    });
+
+    test('should resolve REDIS_KEY_PREFIX from variable reference', () => {
+      process.env.REDIS_KEY_PREFIX_VAR = 'DEPLOYMENT_ID';
+      process.env.DEPLOYMENT_ID = 'test-deployment-123';
+
+      const { cacheConfig } = require('./cacheConfig');
+      expect(cacheConfig.REDIS_KEY_PREFIX).toBe('test-deployment-123');
+    });
+
+    test('should use direct REDIS_KEY_PREFIX value', () => {
+      process.env.REDIS_KEY_PREFIX = 'direct-prefix';
+
+      const { cacheConfig } = require('./cacheConfig');
+      expect(cacheConfig.REDIS_KEY_PREFIX).toBe('direct-prefix');
+    });
+
+    test('should default to empty string when no prefix is configured', () => {
+      const { cacheConfig } = require('./cacheConfig');
+      expect(cacheConfig.REDIS_KEY_PREFIX).toBe('');
+    });
+
+    test('should handle empty variable reference', () => {
+      process.env.REDIS_KEY_PREFIX_VAR = 'EMPTY_VAR';
+      process.env.EMPTY_VAR = '';
+
+      const { cacheConfig } = require('./cacheConfig');
+      expect(cacheConfig.REDIS_KEY_PREFIX).toBe('');
+    });
+
+    test('should handle undefined variable reference', () => {
+      process.env.REDIS_KEY_PREFIX_VAR = 'UNDEFINED_VAR';
+
+      const { cacheConfig } = require('./cacheConfig');
+      expect(cacheConfig.REDIS_KEY_PREFIX).toBe('');
+    });
+  });
+
+  describe('USE_REDIS and REDIS_URI validation', () => {
+    test('should throw error when USE_REDIS is enabled but REDIS_URI is not set', () => {
+      process.env.USE_REDIS = 'true';
+
+      expect(() => {
+        require('./cacheConfig');
+      }).toThrow('USE_REDIS is enabled but REDIS_URI is not set.');
+    });
+
+    test('should not throw error when USE_REDIS is enabled and REDIS_URI is set', () => {
+      process.env.USE_REDIS = 'true';
+      process.env.REDIS_URI = 'redis://localhost:6379';
+
+      expect(() => {
+        require('./cacheConfig');
+      }).not.toThrow();
+    });
+
+    test('should handle empty REDIS_URI when USE_REDIS is enabled', () => {
+      process.env.USE_REDIS = 'true';
+      process.env.REDIS_URI = '';
+
+      expect(() => {
+        require('./cacheConfig');
+      }).toThrow('USE_REDIS is enabled but REDIS_URI is not set.');
+    });
+  });
+
+  describe('REDIS_CA file reading', () => {
+    test('should be null when REDIS_CA is not set', () => {
+      const { cacheConfig } = require('./cacheConfig');
+      expect(cacheConfig.REDIS_CA).toBeNull();
+    });
+  });
+
+  describe('REDIS_PING_INTERVAL configuration', () => {
+    test('should default to 0 when REDIS_PING_INTERVAL is not set', () => {
+      const { cacheConfig } = require('./cacheConfig');
+      expect(cacheConfig.REDIS_PING_INTERVAL).toBe(0);
+    });
+
+    test('should use provided REDIS_PING_INTERVAL value', () => {
+      process.env.REDIS_PING_INTERVAL = '300';
+
+      const { cacheConfig } = require('./cacheConfig');
+      expect(cacheConfig.REDIS_PING_INTERVAL).toBe(300);
+    });
+  });
+
+  describe('FORCED_IN_MEMORY_CACHE_NAMESPACES validation', () => {
+    test('should parse comma-separated cache keys correctly', () => {
+      process.env.FORCED_IN_MEMORY_CACHE_NAMESPACES = ' ROLES, STATIC_CONFIG ,MESSAGES ';
+
+      const { cacheConfig } = require('./cacheConfig');
+      expect(cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES).toEqual([
+        'ROLES',
+        'STATIC_CONFIG',
+        'MESSAGES',
+      ]);
+    });
+
+    test('should throw error for invalid cache keys', () => {
+      process.env.FORCED_IN_MEMORY_CACHE_NAMESPACES = 'INVALID_KEY,ROLES';
+
+      expect(() => {
+        require('./cacheConfig');
+      }).toThrow('Invalid cache keys in FORCED_IN_MEMORY_CACHE_NAMESPACES: INVALID_KEY');
+    });
+
+    test('should handle empty string gracefully', () => {
+      process.env.FORCED_IN_MEMORY_CACHE_NAMESPACES = '';
+
+      const { cacheConfig } = require('./cacheConfig');
+      expect(cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES).toEqual([]);
+    });
+
+    test('should handle undefined env var gracefully', () => {
+      const { cacheConfig } = require('./cacheConfig');
+      expect(cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES).toEqual([]);
+    });
+  });
+});

api/cache/cacheFactory.js

@@ -0,0 +1,108 @@
+const KeyvRedis = require('@keyv/redis').default;
+const { Keyv } = require('keyv');
+const { RedisStore } = require('rate-limit-redis');
+const { Time } = require('librechat-data-provider');
+const { logger } = require('@librechat/data-schemas');
+const { RedisStore: ConnectRedis } = require('connect-redis');
+const MemoryStore = require('memorystore')(require('express-session'));
+const { keyvRedisClient, ioredisClient, GLOBAL_PREFIX_SEPARATOR } = require('./redisClients');
+const { cacheConfig } = require('./cacheConfig');
+const { violationFile } = require('./keyvFiles');
+
+/**
+ * Creates a cache instance using Redis or a fallback store. Suitable for general caching needs.
+ * @param {string} namespace - The cache namespace.
+ * @param {number} [ttl] - Time to live for cache entries.
+ * @param {object} [fallbackStore] - Optional fallback store if Redis is not used.
+ * @returns {Keyv} Cache instance.
+ */
+const standardCache = (namespace, ttl = undefined, fallbackStore = undefined) => {
+  if (
+    cacheConfig.USE_REDIS &&
+    !cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES?.includes(namespace)
+  ) {
+    try {
+      const keyvRedis = new KeyvRedis(keyvRedisClient);
+      const cache = new Keyv(keyvRedis, { namespace, ttl });
+      keyvRedis.namespace = cacheConfig.REDIS_KEY_PREFIX;
+      keyvRedis.keyPrefixSeparator = GLOBAL_PREFIX_SEPARATOR;
+
+      cache.on('error', (err) => {
+        logger.error(`Cache error in namespace ${namespace}:`, err);
+      });
+
+      return cache;
+    } catch (err) {
+      logger.error(`Failed to create Redis cache for namespace ${namespace}:`, err);
+      throw err;
+    }
+  }
+  if (fallbackStore) return new Keyv({ store: fallbackStore, namespace, ttl });
+  return new Keyv({ namespace, ttl });
+};
+
+/**
+ * Creates a cache instance for storing violation data.
+ * Uses a file-based fallback store if Redis is not enabled.
+ * @param {string} namespace - The cache namespace for violations.
+ * @param {number} [ttl] - Time to live for cache entries.
+ * @returns {Keyv} Cache instance for violations.
+ */
+const violationCache = (namespace, ttl = undefined) => {
+  return standardCache(`violations:${namespace}`, ttl, violationFile);
+};
+
+/**
+ * Creates a session cache instance using Redis or in-memory store.
+ * @param {string} namespace - The session namespace.
+ * @param {number} [ttl] - Time to live for session entries.
+ * @returns {MemoryStore | ConnectRedis} Session store instance.
+ */
+const sessionCache = (namespace, ttl = undefined) => {
+  namespace = namespace.endsWith(':') ? namespace : `${namespace}:`;
+  if (!cacheConfig.USE_REDIS) return new MemoryStore({ ttl, checkPeriod: Time.ONE_DAY });
+  const store = new ConnectRedis({ client: ioredisClient, ttl, prefix: namespace });
+  if (ioredisClient) {
+    ioredisClient.on('error', (err) => {
+      logger.error(`Session store Redis error for namespace ${namespace}:`, err);
+    });
+  }
+  return store;
+};
+
+/**
+ * Creates a rate limiter cache using Redis.
+ * @param {string} prefix - The key prefix for rate limiting.
+ * @returns {RedisStore|undefined} RedisStore instance or undefined if Redis is not used.
+ */
+const limiterCache = (prefix) => {
+  if (!prefix) throw new Error('prefix is required');
+  if (!cacheConfig.USE_REDIS) return undefined;
+  prefix = prefix.endsWith(':') ? prefix : `${prefix}:`;
+
+  try {
+    if (!ioredisClient) {
+      logger.warn(`Redis client not available for rate limiter with prefix ${prefix}`);
+      return undefined;
+    }
+
+    return new RedisStore({ sendCommand, prefix });
+  } catch (err) {
+    logger.error(`Failed to create Redis rate limiter for prefix ${prefix}:`, err);
+    return undefined;
+  }
+};
+
+const sendCommand = (...args) => {
+  if (!ioredisClient) {
+    logger.warn('Redis client not available for command execution');
+    return Promise.reject(new Error('Redis client not available'));
+  }
+
+  return ioredisClient.call(...args).catch((err) => {
+    logger.error('Redis command execution failed:', err);
+    throw err;
+  });
+};
+
+module.exports = { standardCache, sessionCache, violationCache, limiterCache };

api/cache/cacheFactory.spec.js

@@ -0,0 +1,432 @@
+const { Time } = require('librechat-data-provider');
+
+// Mock dependencies first
+const mockKeyvRedis = {
+  namespace: '',
+  keyPrefixSeparator: '',
+};
+
+const mockKeyv = jest.fn().mockReturnValue({
+  mock: 'keyv',
+  on: jest.fn(),
+});
+const mockConnectRedis = jest.fn().mockReturnValue({ mock: 'connectRedis' });
+const mockMemoryStore = jest.fn().mockReturnValue({ mock: 'memoryStore' });
+const mockRedisStore = jest.fn().mockReturnValue({ mock: 'redisStore' });
+
+const mockIoredisClient = {
+  call: jest.fn(),
+  on: jest.fn(),
+};
+
+const mockKeyvRedisClient = {};
+const mockViolationFile = {};
+
+// Mock modules before requiring the main module
+jest.mock('@keyv/redis', () => ({
+  default: jest.fn().mockImplementation(() => mockKeyvRedis),
+}));
+
+jest.mock('keyv', () => ({
+  Keyv: mockKeyv,
+}));
+
+jest.mock('./cacheConfig', () => ({
+  cacheConfig: {
+    USE_REDIS: false,
+    REDIS_KEY_PREFIX: 'test',
+    FORCED_IN_MEMORY_CACHE_NAMESPACES: [],
+  },
+}));
+
+jest.mock('./redisClients', () => ({
+  keyvRedisClient: mockKeyvRedisClient,
+  ioredisClient: mockIoredisClient,
+  GLOBAL_PREFIX_SEPARATOR: '::',
+}));
+
+jest.mock('./keyvFiles', () => ({
+  violationFile: mockViolationFile,
+}));
+
+jest.mock('connect-redis', () => ({ RedisStore: mockConnectRedis }));
+
+jest.mock('memorystore', () => jest.fn(() => mockMemoryStore));
+
+jest.mock('rate-limit-redis', () => ({
+  RedisStore: mockRedisStore,
+}));
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    error: jest.fn(),
+    warn: jest.fn(),
+    info: jest.fn(),
+  },
+}));
+
+// Import after mocking
+const { standardCache, sessionCache, violationCache, limiterCache } = require('./cacheFactory');
+const { cacheConfig } = require('./cacheConfig');
+
+describe('cacheFactory', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+
+    // Reset cache config mock
+    cacheConfig.USE_REDIS = false;
+    cacheConfig.REDIS_KEY_PREFIX = 'test';
+    cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES = [];
+  });
+
+  describe('redisCache', () => {
+    it('should create Redis cache when USE_REDIS is true', () => {
+      cacheConfig.USE_REDIS = true;
+      const namespace = 'test-namespace';
+      const ttl = 3600;
+
+      standardCache(namespace, ttl);
+
+      expect(require('@keyv/redis').default).toHaveBeenCalledWith(mockKeyvRedisClient);
+      expect(mockKeyv).toHaveBeenCalledWith(mockKeyvRedis, { namespace, ttl });
+      expect(mockKeyvRedis.namespace).toBe(cacheConfig.REDIS_KEY_PREFIX);
+      expect(mockKeyvRedis.keyPrefixSeparator).toBe('::');
+    });
+
+    it('should create Redis cache with undefined ttl when not provided', () => {
+      cacheConfig.USE_REDIS = true;
+      const namespace = 'test-namespace';
+
+      standardCache(namespace);
+
+      expect(mockKeyv).toHaveBeenCalledWith(mockKeyvRedis, { namespace, ttl: undefined });
+    });
+
+    it('should use fallback store when USE_REDIS is false and fallbackStore is provided', () => {
+      cacheConfig.USE_REDIS = false;
+      const namespace = 'test-namespace';
+      const ttl = 3600;
+      const fallbackStore = { some: 'store' };
+
+      standardCache(namespace, ttl, fallbackStore);
+
+      expect(mockKeyv).toHaveBeenCalledWith({ store: fallbackStore, namespace, ttl });
+    });
+
+    it('should create default Keyv instance when USE_REDIS is false and no fallbackStore', () => {
+      cacheConfig.USE_REDIS = false;
+      const namespace = 'test-namespace';
+      const ttl = 3600;
+
+      standardCache(namespace, ttl);
+
+      expect(mockKeyv).toHaveBeenCalledWith({ namespace, ttl });
+    });
+
+    it('should handle namespace and ttl as undefined', () => {
+      cacheConfig.USE_REDIS = false;
+
+      standardCache();
+
+      expect(mockKeyv).toHaveBeenCalledWith({ namespace: undefined, ttl: undefined });
+    });
+
+    it('should use fallback when namespace is in FORCED_IN_MEMORY_CACHE_NAMESPACES', () => {
+      cacheConfig.USE_REDIS = true;
+      cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES = ['forced-memory'];
+      const namespace = 'forced-memory';
+      const ttl = 3600;
+
+      standardCache(namespace, ttl);
+
+      expect(require('@keyv/redis').default).not.toHaveBeenCalled();
+      expect(mockKeyv).toHaveBeenCalledWith({ namespace, ttl });
+    });
+
+    it('should use Redis when namespace is not in FORCED_IN_MEMORY_CACHE_NAMESPACES', () => {
+      cacheConfig.USE_REDIS = true;
+      cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES = ['other-namespace'];
+      const namespace = 'test-namespace';
+      const ttl = 3600;
+
+      standardCache(namespace, ttl);
+
+      expect(require('@keyv/redis').default).toHaveBeenCalledWith(mockKeyvRedisClient);
+      expect(mockKeyv).toHaveBeenCalledWith(mockKeyvRedis, { namespace, ttl });
+    });
+
+    it('should throw error when Redis cache creation fails', () => {
+      cacheConfig.USE_REDIS = true;
+      const namespace = 'test-namespace';
+      const ttl = 3600;
+      const testError = new Error('Redis connection failed');
+
+      const KeyvRedis = require('@keyv/redis').default;
+      KeyvRedis.mockImplementationOnce(() => {
+        throw testError;
+      });
+
+      expect(() => standardCache(namespace, ttl)).toThrow('Redis connection failed');
+
+      const { logger } = require('@librechat/data-schemas');
+      expect(logger.error).toHaveBeenCalledWith(
+        `Failed to create Redis cache for namespace ${namespace}:`,
+        testError,
+      );
+
+      expect(mockKeyv).not.toHaveBeenCalled();
+    });
+  });
+
+  describe('violationCache', () => {
+    it('should create violation cache with prefixed namespace', () => {
+      const namespace = 'test-violations';
+      const ttl = 7200;
+
+      // We can't easily mock the internal redisCache call since it's in the same module
+      // But we can test that the function executes without throwing
+      expect(() => violationCache(namespace, ttl)).not.toThrow();
+    });
+
+    it('should create violation cache with undefined ttl', () => {
+      const namespace = 'test-violations';
+
+      violationCache(namespace);
+
+      // The function should call redisCache with violations: prefixed namespace
+      // Since we can't easily mock the internal redisCache call, we test the behavior
+      expect(() => violationCache(namespace)).not.toThrow();
+    });
+
+    it('should handle undefined namespace', () => {
+      expect(() => violationCache(undefined)).not.toThrow();
+    });
+  });
+
+  describe('sessionCache', () => {
+    it('should return MemoryStore when USE_REDIS is false', () => {
+      cacheConfig.USE_REDIS = false;
+      const namespace = 'sessions';
+      const ttl = 86400;
+
+      const result = sessionCache(namespace, ttl);
+
+      expect(mockMemoryStore).toHaveBeenCalledWith({ ttl, checkPeriod: Time.ONE_DAY });
+      expect(result).toBe(mockMemoryStore());
+    });
+
+    it('should return ConnectRedis when USE_REDIS is true', () => {
+      cacheConfig.USE_REDIS = true;
+      const namespace = 'sessions';
+      const ttl = 86400;
+
+      const result = sessionCache(namespace, ttl);
+
+      expect(mockConnectRedis).toHaveBeenCalledWith({
+        client: mockIoredisClient,
+        ttl,
+        prefix: `${namespace}:`,
+      });
+      expect(result).toBe(mockConnectRedis());
+    });
+
+    it('should add colon to namespace if not present', () => {
+      cacheConfig.USE_REDIS = true;
+      const namespace = 'sessions';
+
+      sessionCache(namespace);
+
+      expect(mockConnectRedis).toHaveBeenCalledWith({
+        client: mockIoredisClient,
+        ttl: undefined,
+        prefix: 'sessions:',
+      });
+    });
+
+    it('should not add colon to namespace if already present', () => {
+      cacheConfig.USE_REDIS = true;
+      const namespace = 'sessions:';
+
+      sessionCache(namespace);
+
+      expect(mockConnectRedis).toHaveBeenCalledWith({
+        client: mockIoredisClient,
+        ttl: undefined,
+        prefix: 'sessions:',
+      });
+    });
+
+    it('should handle undefined ttl', () => {
+      cacheConfig.USE_REDIS = false;
+      const namespace = 'sessions';
+
+      sessionCache(namespace);
+
+      expect(mockMemoryStore).toHaveBeenCalledWith({
+        ttl: undefined,
+        checkPeriod: Time.ONE_DAY,
+      });
+    });
+
+    it('should throw error when ConnectRedis constructor fails', () => {
+      cacheConfig.USE_REDIS = true;
+      const namespace = 'sessions';
+      const ttl = 86400;
+
+      // Mock ConnectRedis to throw an error during construction
+      const redisError = new Error('Redis connection failed');
+      mockConnectRedis.mockImplementationOnce(() => {
+        throw redisError;
+      });
+
+      // The error should propagate up, not be caught
+      expect(() => sessionCache(namespace, ttl)).toThrow('Redis connection failed');
+
+      // Verify that MemoryStore was NOT used as fallback
+      expect(mockMemoryStore).not.toHaveBeenCalled();
+    });
+
+    it('should register error handler but let errors propagate to Express', () => {
+      cacheConfig.USE_REDIS = true;
+      const namespace = 'sessions';
+
+      // Create a mock session store with middleware methods
+      const mockSessionStore = {
+        get: jest.fn(),
+        set: jest.fn(),
+        destroy: jest.fn(),
+      };
+      mockConnectRedis.mockReturnValue(mockSessionStore);
+
+      const store = sessionCache(namespace);
+
+      // Verify error handler was registered
+      expect(mockIoredisClient.on).toHaveBeenCalledWith('error', expect.any(Function));
+
+      // Get the error handler
+      const errorHandler = mockIoredisClient.on.mock.calls.find((call) => call[0] === 'error')[1];
+
+      // Simulate an error from Redis during a session operation
+      const redisError = new Error('Socket closed unexpectedly');
+
+      // The error handler should log but not swallow the error
+      const { logger } = require('@librechat/data-schemas');
+      errorHandler(redisError);
+
+      expect(logger.error).toHaveBeenCalledWith(
+        `Session store Redis error for namespace ${namespace}::`,
+        redisError,
+      );
+
+      // Now simulate what happens when session middleware tries to use the store
+      const callback = jest.fn();
+      mockSessionStore.get.mockImplementation((sid, cb) => {
+        cb(new Error('Redis connection lost'));
+      });
+
+      // Call the store's get method (as Express session would)
+      store.get('test-session-id', callback);
+
+      // The error should be passed to the callback, not swallowed
+      expect(callback).toHaveBeenCalledWith(new Error('Redis connection lost'));
+    });
+
+    it('should handle null ioredisClient gracefully', () => {
+      cacheConfig.USE_REDIS = true;
+      const namespace = 'sessions';
+
+      // Temporarily set ioredisClient to null (simulating connection not established)
+      const originalClient = require('./redisClients').ioredisClient;
+      require('./redisClients').ioredisClient = null;
+
+      // ConnectRedis might accept null client but would fail on first use
+      // The important thing is it doesn't throw uncaught exceptions during construction
+      const store = sessionCache(namespace);
+      expect(store).toBeDefined();
+
+      // Restore original client
+      require('./redisClients').ioredisClient = originalClient;
+    });
+  });
+
+  describe('limiterCache', () => {
+    it('should return undefined when USE_REDIS is false', () => {
+      cacheConfig.USE_REDIS = false;
+      const result = limiterCache('prefix');
+
+      expect(result).toBeUndefined();
+    });
+
+    it('should return RedisStore when USE_REDIS is true', () => {
+      cacheConfig.USE_REDIS = true;
+      const result = limiterCache('rate-limit');
+
+      expect(mockRedisStore).toHaveBeenCalledWith({
+        sendCommand: expect.any(Function),
+        prefix: `rate-limit:`,
+      });
+      expect(result).toBe(mockRedisStore());
+    });
+
+    it('should add colon to prefix if not present', () => {
+      cacheConfig.USE_REDIS = true;
+      limiterCache('rate-limit');
+
+      expect(mockRedisStore).toHaveBeenCalledWith({
+        sendCommand: expect.any(Function),
+        prefix: 'rate-limit:',
+      });
+    });
+
+    it('should not add colon to prefix if already present', () => {
+      cacheConfig.USE_REDIS = true;
+      limiterCache('rate-limit:');
+
+      expect(mockRedisStore).toHaveBeenCalledWith({
+        sendCommand: expect.any(Function),
+        prefix: 'rate-limit:',
+      });
+    });
+
+    it('should pass sendCommand function that calls ioredisClient.call', async () => {
+      cacheConfig.USE_REDIS = true;
+      mockIoredisClient.call.mockResolvedValue('test-value');
+
+      limiterCache('rate-limit');
+
+      const sendCommandCall = mockRedisStore.mock.calls[0][0];
+      const sendCommand = sendCommandCall.sendCommand;
+
+      // Test that sendCommand properly delegates to ioredisClient.call
+      const args = ['GET', 'test-key'];
+      const result = await sendCommand(...args);
+
+      expect(mockIoredisClient.call).toHaveBeenCalledWith(...args);
+      expect(result).toBe('test-value');
+    });
+
+    it('should handle sendCommand errors properly', async () => {
+      cacheConfig.USE_REDIS = true;
+
+      // Mock the call method to reject with an error
+      const testError = new Error('Redis error');
+      mockIoredisClient.call.mockRejectedValue(testError);
+
+      limiterCache('rate-limit');
+
+      const sendCommandCall = mockRedisStore.mock.calls[0][0];
+      const sendCommand = sendCommandCall.sendCommand;
+
+      // Test that sendCommand properly handles errors
+      const args = ['GET', 'test-key'];
+
+      await expect(sendCommand(...args)).rejects.toThrow('Redis error');
+      expect(mockIoredisClient.call).toHaveBeenCalledWith(...args);
+    });
+
+    it('should handle undefined prefix', () => {
+      cacheConfig.USE_REDIS = true;
+      expect(() => limiterCache()).toThrow('prefix is required');
+    });
+  });
+});

api/cache/clearPendingReq.js

@@ -1,5 +1,5 @@
-const { isEnabled } = require('@librechat/api');
 const { Time, CacheKeys } = require('librechat-data-provider');
+const { isEnabled } = require('~/server/utils');
 const getLogStores = require('./getLogStores');
 
 const { USE_REDIS, LIMIT_CONCURRENT_MESSAGES } = process.env ?? {};

api/cache/getLogStores.js

@@ -1,13 +1,9 @@
+const { cacheConfig } = require('./cacheConfig');
 const { Keyv } = require('keyv');
-const { Time, CacheKeys, ViolationTypes } = require('librechat-data-provider');
-const {
-  logFile,
-  keyvMongo,
-  cacheConfig,
-  sessionCache,
-  standardCache,
-  violationCache,
-} = require('@librechat/api');
+const { CacheKeys, ViolationTypes, Time } = require('librechat-data-provider');
+const { logFile } = require('./keyvFiles');
+const keyvMongo = require('./keyvMongo');
+const { standardCache, sessionCache, violationCache } = require('./cacheFactory');
 
 const namespaces = {
   [ViolationTypes.GENERAL]: new Keyv({ store: logFile, namespace: 'violations' }),
@@ -35,8 +31,9 @@ const namespaces = {
   [CacheKeys.SAML_SESSION]: sessionCache(CacheKeys.SAML_SESSION),
 
   [CacheKeys.ROLES]: standardCache(CacheKeys.ROLES),
-  [CacheKeys.APP_CONFIG]: standardCache(CacheKeys.APP_CONFIG),
+  [CacheKeys.MCP_TOOLS]: standardCache(CacheKeys.MCP_TOOLS),
   [CacheKeys.CONFIG_STORE]: standardCache(CacheKeys.CONFIG_STORE),
+  [CacheKeys.STATIC_CONFIG]: standardCache(CacheKeys.STATIC_CONFIG),
   [CacheKeys.PENDING_REQ]: standardCache(CacheKeys.PENDING_REQ),
   [CacheKeys.ENCODED_DOMAINS]: new Keyv({ store: keyvMongo, namespace: CacheKeys.ENCODED_DOMAINS }),
   [CacheKeys.ABORT_KEYS]: standardCache(CacheKeys.ABORT_KEYS, Time.TEN_MINUTES),

api/cache/index.js

@@ -1,4 +1,5 @@
+const keyvFiles = require('./keyvFiles');
 const getLogStores = require('./getLogStores');
 const logViolation = require('./logViolation');
 
-module.exports = { getLogStores, logViolation };
+module.exports = { ...keyvFiles, getLogStores, logViolation };

api/cache/keyvFiles.js

@@ -0,0 +1,9 @@
+const { KeyvFile } = require('keyv-file');
+
+const logFile = new KeyvFile({ filename: './data/logs.json' }).setMaxListeners(20);
+const violationFile = new KeyvFile({ filename: './data/violations.json' }).setMaxListeners(20);
+
+module.exports = {
+  logFile,
+  violationFile,
+};

api/cache/keyvMongo.js

@@ -1,69 +1,65 @@
-import mongoose from 'mongoose';
-import { EventEmitter } from 'events';
-import { GridFSBucket } from 'mongodb';
-import { logger } from '@librechat/data-schemas';
-import type { Db, ReadPreference, Collection } from 'mongodb';
+// api/cache/keyvMongo.js
+const mongoose = require('mongoose');
+const EventEmitter = require('events');
+const { GridFSBucket } = require('mongodb');
+const { logger } = require('~/config');
 
-interface KeyvMongoOptions {
-  url?: string;
-  collection?: string;
-  useGridFS?: boolean;
-  readPreference?: ReadPreference;
-}
-
-interface GridFSClient {
-  bucket: GridFSBucket;
-  store: Collection;
-  db: Db;
-}
-
-interface CollectionClient {
-  store: Collection;
-  db: Db;
-}
-
-type Client = GridFSClient | CollectionClient;
-
-const storeMap = new Map<string, Client>();
+const storeMap = new Map();
 
 class KeyvMongoCustom extends EventEmitter {
-  private opts: KeyvMongoOptions;
-  public ttlSupport: boolean;
-  public namespace?: string;
-
-  constructor(options: KeyvMongoOptions = {}) {
+  constructor(url, options = {}) {
     super();
 
+    url = url || {};
+    if (typeof url === 'string') {
+      url = { url };
+    }
+    if (url.uri) {
+      url = { url: url.uri, ...url };
+    }
+
     this.opts = {
       url: 'mongodb://127.0.0.1:27017',
       collection: 'keyv',
+      ...url,
       ...options,
     };
 
     this.ttlSupport = false;
+
+    // Filter valid options
+    const keyvMongoKeys = new Set([
+      'url',
+      'collection',
+      'namespace',
+      'serialize',
+      'deserialize',
+      'uri',
+      'useGridFS',
+      'dialect',
+    ]);
+    this.opts = Object.fromEntries(Object.entries(this.opts).filter(([k]) => keyvMongoKeys.has(k)));
   }
 
   // Helper to access the store WITHOUT storing a promise on the instance
-  private async _getClient(): Promise<Client> {
+  _getClient() {
     const storeKey = `${this.opts.collection}:${this.opts.useGridFS ? 'gridfs' : 'collection'}`;
 
     // If we already have the store initialized, return it directly
     if (storeMap.has(storeKey)) {
-      return storeMap.get(storeKey)!;
+      return Promise.resolve(storeMap.get(storeKey));
     }
 
     // Check mongoose connection state
     if (mongoose.connection.readyState !== 1) {
-      throw new Error('Mongoose connection not ready. Ensure connectDb() is called first.');
+      return Promise.reject(
+        new Error('Mongoose connection not ready. Ensure connectDb() is called first.'),
+      );
     }
 
     try {
-      const db = mongoose.connection.db as unknown as Db | undefined;
-      if (!db) {
-        throw new Error('MongoDB database not available');
-      }
-
-      let client: Client;
+      const db = mongoose.connection.db;
+      let client;
 
       if (this.opts.useGridFS) {
         const bucket = new GridFSBucket(db, {
@@ -79,17 +75,17 @@ class KeyvMongoCustom extends EventEmitter {
       }
 
       storeMap.set(storeKey, client);
-      return client;
+      return Promise.resolve(client);
     } catch (error) {
       this.emit('error', error);
-      throw error;
+      return Promise.reject(error);
     }
   }
 
-  async get(key: string): Promise<unknown> {
+  async get(key) {
     const client = await this._getClient();
 
-    if (this.opts.useGridFS && this.isGridFSClient(client)) {
+    if (this.opts.useGridFS) {
       await client.store.updateOne(
         {
           filename: key,
@@ -104,7 +100,7 @@ class KeyvMongoCustom extends EventEmitter {
       const stream = client.bucket.openDownloadStreamByName(key);
 
       return new Promise((resolve) => {
-        const resp: Uint8Array[] = [];
+        const resp = [];
         stream.on('error', () => {
           resolve(undefined);
         });
@@ -114,7 +110,7 @@ class KeyvMongoCustom extends EventEmitter {
           resolve(data);
         });
 
-        stream.on('data', (chunk: Uint8Array) => {
+        stream.on('data', (chunk) => {
           resp.push(chunk);
         });
       });
@@ -129,7 +125,7 @@ class KeyvMongoCustom extends EventEmitter {
     return document.value;
   }
 
-  async getMany(keys: string[]): Promise<unknown[]> {
+  async getMany(keys) {
     const client = await this._getClient();
 
     if (this.opts.useGridFS) {
@@ -139,9 +135,9 @@ class KeyvMongoCustom extends EventEmitter {
       }
 
       const values = await Promise.allSettled(promises);
-      const data: unknown[] = [];
+      const data = [];
       for (const value of values) {
-        data.push(value.status === 'fulfilled' ? value.value : undefined);
+        data.push(value.value);
       }
 
       return data;
@@ -152,7 +148,7 @@ class KeyvMongoCustom extends EventEmitter {
       .project({ _id: 0, value: 1, key: 1 })
       .toArray();
 
-    const results: unknown[] = [...keys];
+    const results = [...keys];
     let i = 0;
     for (const key of keys) {
       const rowIndex = values.findIndex((row) => row.key === key);
@@ -163,11 +159,11 @@ class KeyvMongoCustom extends EventEmitter {
     return results;
   }
 
-  async set(key: string, value: string, ttl?: number): Promise<unknown> {
+  async set(key, value, ttl) {
     const client = await this._getClient();
     const expiresAt = typeof ttl === 'number' ? new Date(Date.now() + ttl) : null;
 
-    if (this.opts.useGridFS && this.isGridFSClient(client)) {
+    if (this.opts.useGridFS) {
       const stream = client.bucket.openUploadStream(key, {
         metadata: {
           expiresAt,
@@ -190,18 +186,20 @@ class KeyvMongoCustom extends EventEmitter {
     );
   }
 
-  async delete(key: string): Promise<boolean> {
+  async delete(key) {
+    if (typeof key !== 'string') {
+      return false;
+    }
+
     const client = await this._getClient();
 
-    if (this.opts.useGridFS && this.isGridFSClient(client)) {
+    if (this.opts.useGridFS) {
       try {
         const bucket = new GridFSBucket(client.db, {
           bucketName: this.opts.collection,
         });
         const files = await bucket.find({ filename: key }).toArray();
-        if (files.length > 0) {
-          await client.bucket.delete(files[0]._id);
-        }
+        await client.bucket.delete(files[0]._id);
         return true;
       } catch {
         return false;
@@ -212,10 +210,10 @@ class KeyvMongoCustom extends EventEmitter {
     return object.deletedCount > 0;
   }
 
-  async deleteMany(keys: string[]): Promise<boolean> {
+  async deleteMany(keys) {
     const client = await this._getClient();
 
-    if (this.opts.useGridFS && this.isGridFSClient(client)) {
+    if (this.opts.useGridFS) {
       const bucket = new GridFSBucket(client.db, {
         bucketName: this.opts.collection,
       });
@@ -232,17 +230,15 @@ class KeyvMongoCustom extends EventEmitter {
     return object.deletedCount > 0;
   }
 
-  async clear(): Promise<void> {
+  async clear() {
     const client = await this._getClient();
 
-    if (this.opts.useGridFS && this.isGridFSClient(client)) {
+    if (this.opts.useGridFS) {
       try {
         await client.bucket.drop();
-      } catch (error: unknown) {
+      } catch (error) {
         // Throw error if not "namespace not found" error
-        const errorCode =
-          error instanceof Error && 'code' in error ? (error as { code?: number }).code : undefined;
-        if (errorCode !== 26) {
+        if (!(error.code === 26)) {
           throw error;
         }
       }
@@ -253,7 +249,7 @@ class KeyvMongoCustom extends EventEmitter {
     });
   }
 
-  async has(key: string): Promise<boolean> {
+  async has(key) {
     const client = await this._getClient();
     const filter = { [this.opts.useGridFS ? 'filename' : 'key']: { $eq: key } };
     const document = await client.store.countDocuments(filter, { limit: 1 });
@@ -261,14 +257,10 @@ class KeyvMongoCustom extends EventEmitter {
   }
 
   // No-op disconnect
-  async disconnect(): Promise<boolean> {
+  async disconnect() {
     // This is a no-op since we don't want to close the shared mongoose connection
     return true;
   }
-
-  private isGridFSClient(client: Client): client is GridFSClient {
-    return (client as GridFSClient).bucket != null;
-  }
 }
 
 const keyvMongo = new KeyvMongoCustom({
@@ -277,4 +269,4 @@ const keyvMongo = new KeyvMongoCustom({
 
 keyvMongo.on('error', (err) => logger.error('KeyvMongo connection error:', err));
 
-export default keyvMongo;
+module.exports = keyvMongo;

api/cache/logViolation.js

@@ -1,4 +1,4 @@
-const { isEnabled } = require('@librechat/api');
+const { isEnabled } = require('~/server/utils');
 const { ViolationTypes } = require('librechat-data-provider');
 const getLogStores = require('./getLogStores');
 const banViolation = require('./banViolation');

api/cache/redisClients.js

@@ -1,24 +1,26 @@
-import IoRedis from 'ioredis';
-import type { Redis, Cluster } from 'ioredis';
-import { logger } from '@librechat/data-schemas';
-import { createClient, createCluster } from '@keyv/redis';
-import type { RedisClientType, RedisClusterType } from '@redis/client';
-import { cacheConfig } from './cacheConfig';
+const IoRedis = require('ioredis');
+const { logger } = require('@librechat/data-schemas');
+const { createClient, createCluster } = require('@keyv/redis');
+const { cacheConfig } = require('./cacheConfig');
 
-const urls = cacheConfig.REDIS_URI?.split(',').map((uri) => new URL(uri)) || [];
-const username = urls?.[0]?.username || cacheConfig.REDIS_USERNAME;
-const password = urls?.[0]?.password || cacheConfig.REDIS_PASSWORD;
+const GLOBAL_PREFIX_SEPARATOR = '::';
+
+const urls = cacheConfig.REDIS_URI?.split(',').map((uri) => new URL(uri));
+const username = urls?.[0].username || cacheConfig.REDIS_USERNAME;
+const password = urls?.[0].password || cacheConfig.REDIS_PASSWORD;
 const ca = cacheConfig.REDIS_CA;
 
-let ioredisClient: Redis | Cluster | null = null;
+/** @type {import('ioredis').Redis | import('ioredis').Cluster | null} */
+let ioredisClient = null;
 if (cacheConfig.USE_REDIS) {
-  const redisOptions: Record<string, unknown> = {
+  /** @type {import('ioredis').RedisOptions | import('ioredis').ClusterOptions} */
+  const redisOptions = {
     username: username,
     password: password,
     tls: ca ? { ca } : undefined,
-    keyPrefix: `${cacheConfig.REDIS_KEY_PREFIX}${cacheConfig.GLOBAL_PREFIX_SEPARATOR}`,
+    keyPrefix: `${cacheConfig.REDIS_KEY_PREFIX}${GLOBAL_PREFIX_SEPARATOR}`,
     maxListeners: cacheConfig.REDIS_MAX_LISTENERS,
-    retryStrategy: (times: number) => {
+    retryStrategy: (times) => {
       if (
         cacheConfig.REDIS_RETRY_MAX_ATTEMPTS > 0 &&
         times > cacheConfig.REDIS_RETRY_MAX_ATTEMPTS
@@ -32,11 +34,11 @@ if (cacheConfig.USE_REDIS) {
       logger.info(`ioredis reconnecting... attempt ${times}, delay ${delay}ms`);
       return delay;
     },
-    reconnectOnError: (err: Error) => {
+    reconnectOnError: (err) => {
       const targetError = 'READONLY';
       if (err.message.includes(targetError)) {
         logger.warn('ioredis reconnecting due to READONLY error');
-        return 2; // Return retry delay instead of boolean
+        return true;
       }
       return false;
     },
@@ -46,37 +48,26 @@ if (cacheConfig.USE_REDIS) {
   };
 
   ioredisClient =
-    urls.length === 1 && !cacheConfig.USE_REDIS_CLUSTER
-      ? new IoRedis(cacheConfig.REDIS_URI!, redisOptions)
-      : new IoRedis.Cluster(
-          urls.map((url) => ({ host: url.hostname, port: parseInt(url.port, 10) || 6379 })),
-          {
-            ...(cacheConfig.REDIS_USE_ALTERNATIVE_DNS_LOOKUP
-              ? {
-                  dnsLookup: (
-                    address: string,
-                    callback: (err: Error | null, address: string) => void,
-                  ) => callback(null, address),
-                }
-              : {}),
-            redisOptions,
-            clusterRetryStrategy: (times: number) => {
-              if (
-                cacheConfig.REDIS_RETRY_MAX_ATTEMPTS > 0 &&
-                times > cacheConfig.REDIS_RETRY_MAX_ATTEMPTS
-              ) {
-                logger.error(
-                  `ioredis cluster giving up after ${cacheConfig.REDIS_RETRY_MAX_ATTEMPTS} reconnection attempts`,
-                );
-                return null;
-              }
-              const delay = Math.min(times * 100, cacheConfig.REDIS_RETRY_MAX_DELAY);
-              logger.info(`ioredis cluster reconnecting... attempt ${times}, delay ${delay}ms`);
-              return delay;
-            },
-            enableOfflineQueue: cacheConfig.REDIS_ENABLE_OFFLINE_QUEUE,
+    urls.length === 1
+      ? new IoRedis(cacheConfig.REDIS_URI, redisOptions)
+      : new IoRedis.Cluster(cacheConfig.REDIS_URI, {
+          redisOptions,
+          clusterRetryStrategy: (times) => {
+            if (
+              cacheConfig.REDIS_RETRY_MAX_ATTEMPTS > 0 &&
+              times > cacheConfig.REDIS_RETRY_MAX_ATTEMPTS
+            ) {
+              logger.error(
+                `ioredis cluster giving up after ${cacheConfig.REDIS_RETRY_MAX_ATTEMPTS} reconnection attempts`,
+              );
+              return null;
+            }
+            const delay = Math.min(times * 100, cacheConfig.REDIS_RETRY_MAX_DELAY);
+            logger.info(`ioredis cluster reconnecting... attempt ${times}, delay ${delay}ms`);
+            return delay;
           },
-        );
+          enableOfflineQueue: cacheConfig.REDIS_ENABLE_OFFLINE_QUEUE,
+        });
 
   ioredisClient.on('error', (err) => {
     logger.error('ioredis client error:', err);
@@ -90,7 +81,7 @@ if (cacheConfig.USE_REDIS) {
     logger.info('ioredis client ready');
   });
 
-  ioredisClient.on('reconnecting', (delay: number) => {
+  ioredisClient.on('reconnecting', (delay) => {
     logger.info(`ioredis client reconnecting in ${delay}ms`);
   });
 
@@ -99,7 +90,7 @@ if (cacheConfig.USE_REDIS) {
   });
 
   /** Ping Interval to keep the Redis server connection alive (if enabled) */
-  let pingInterval: NodeJS.Timeout | null = null;
+  let pingInterval = null;
   const clearPingInterval = () => {
     if (pingInterval) {
       clearInterval(pingInterval);
@@ -120,20 +111,22 @@ if (cacheConfig.USE_REDIS) {
   }
 }
 
-let keyvRedisClient: RedisClientType | RedisClusterType | null = null;
+/** @type {import('@keyv/redis').RedisClient | import('@keyv/redis').RedisCluster | null} */
+let keyvRedisClient = null;
 if (cacheConfig.USE_REDIS) {
   /**
    * ** WARNING ** Keyv Redis client does not support Prefix like ioredis above.
    * The prefix feature will be handled by the Keyv-Redis store in cacheFactory.js
+   * @type {import('@keyv/redis').RedisClientOptions | import('@keyv/redis').RedisClusterOptions}
    */
-  const redisOptions: Record<string, unknown> = {
+  const redisOptions = {
     username,
     password,
     socket: {
       tls: ca != null,
       ca,
       connectTimeout: cacheConfig.REDIS_CONNECT_TIMEOUT,
-      reconnectStrategy: (retries: number) => {
+      reconnectStrategy: (retries) => {
         if (
           cacheConfig.REDIS_RETRY_MAX_ATTEMPTS > 0 &&
           retries > cacheConfig.REDIS_RETRY_MAX_ATTEMPTS
@@ -149,16 +142,13 @@ if (cacheConfig.USE_REDIS) {
       },
     },
     disableOfflineQueue: !cacheConfig.REDIS_ENABLE_OFFLINE_QUEUE,
-    ...(cacheConfig.REDIS_PING_INTERVAL > 0
-      ? { pingInterval: cacheConfig.REDIS_PING_INTERVAL * 1000 }
-      : {}),
   };
 
   keyvRedisClient =
-    urls.length === 1 && !cacheConfig.USE_REDIS_CLUSTER
+    urls.length === 1
       ? createClient({ url: cacheConfig.REDIS_URI, ...redisOptions })
       : createCluster({
-          rootNodes: urls.map((url) => ({ url: url.href })),
+          rootNodes: cacheConfig.REDIS_URI.split(',').map((url) => ({ url })),
           defaults: redisOptions,
         });
 
@@ -188,6 +178,27 @@ if (cacheConfig.USE_REDIS) {
     logger.error('@keyv/redis initial connection failed:', err);
     throw err;
   });
+
+  /** Ping Interval to keep the Redis server connection alive (if enabled) */
+  let pingInterval = null;
+  const clearPingInterval = () => {
+    if (pingInterval) {
+      clearInterval(pingInterval);
+      pingInterval = null;
+    }
+  };
+
+  if (cacheConfig.REDIS_PING_INTERVAL > 0) {
+    pingInterval = setInterval(() => {
+      if (keyvRedisClient && keyvRedisClient.isReady) {
+        keyvRedisClient.ping().catch((err) => {
+          logger.error('@keyv/redis ping failed:', err);
+        });
+      }
+    }, cacheConfig.REDIS_PING_INTERVAL * 1000);
+    keyvRedisClient.on('disconnect', clearPingInterval);
+    keyvRedisClient.on('end', clearPingInterval);
+  }
 }
 
-export { ioredisClient, keyvRedisClient };
+module.exports = { ioredisClient, keyvRedisClient, GLOBAL_PREFIX_SEPARATOR };

api/config/index.js

@@ -1,13 +1,27 @@
 const { EventSource } = require('eventsource');
 const { Time } = require('librechat-data-provider');
-const { MCPManager, FlowStateManager, OAuthReconnectionManager } = require('@librechat/api');
+const { MCPManager, FlowStateManager } = require('@librechat/api');
 const logger = require('./winston');
 
 global.EventSource = EventSource;
 
 /** @type {MCPManager} */
+let mcpManager = null;
 let flowManager = null;
 
+/**
+ * @param {string} [userId] - Optional user ID, to avoid disconnecting the current user.
+ * @returns {MCPManager}
+ */
+function getMCPManager(userId) {
+  if (!mcpManager) {
+    mcpManager = MCPManager.getInstance();
+  } else {
+    mcpManager.checkIdleConnections(userId);
+  }
+  return mcpManager;
+}
+
 /**
  * @param {Keyv} flowsCache
  * @returns {FlowStateManager}
@@ -23,9 +37,6 @@ function getFlowStateManager(flowsCache) {
 
 module.exports = {
   logger,
-  createMCPManager: MCPManager.createInstance,
-  getMCPManager: MCPManager.getInstance,
+  getMCPManager,
   getFlowStateManager,
-  createOAuthReconnectionManager: OAuthReconnectionManager.createInstance,
-  getOAuthReconnectionManager: OAuthReconnectionManager.getInstance,
 };

api/db/indexSync.js

@@ -1,8 +1,10 @@
 const mongoose = require('mongoose');
 const { MeiliSearch } = require('meilisearch');
 const { logger } = require('@librechat/data-schemas');
+const { FlowStateManager } = require('@librechat/api');
 const { CacheKeys } = require('librechat-data-provider');
-const { isEnabled, FlowStateManager } = require('@librechat/api');
+
+const { isEnabled } = require('~/server/utils');
 const { getLogStores } = require('~/cache');
 
 const Conversation = mongoose.models.Conversation;
@@ -29,265 +31,79 @@ class MeiliSearchClient {
   }
 }
 
-/**
- * Deletes documents from MeiliSearch index that are missing the user field
- * @param {import('meilisearch').Index} index - MeiliSearch index instance
- * @param {string} indexName - Name of the index for logging
- * @returns {Promise<number>} - Number of documents deleted
- */
-async function deleteDocumentsWithoutUserField(index, indexName) {
-  let deletedCount = 0;
-  let offset = 0;
-  const batchSize = 1000;
-
-  try {
-    while (true) {
-      const searchResult = await index.search('', {
-        limit: batchSize,
-        offset: offset,
-      });
-
-      if (searchResult.hits.length === 0) {
-        break;
-      }
-
-      const idsToDelete = searchResult.hits.filter((hit) => !hit.user).map((hit) => hit.id);
-
-      if (idsToDelete.length > 0) {
-        logger.info(
-          `[indexSync] Deleting ${idsToDelete.length} documents without user field from ${indexName} index`,
-        );
-        await index.deleteDocuments(idsToDelete);
-        deletedCount += idsToDelete.length;
-      }
-
-      if (searchResult.hits.length < batchSize) {
-        break;
-      }
-
-      offset += batchSize;
-    }
-
-    if (deletedCount > 0) {
-      logger.info(`[indexSync] Deleted ${deletedCount} orphaned documents from ${indexName} index`);
-    }
-  } catch (error) {
-    logger.error(`[indexSync] Error deleting documents from ${indexName}:`, error);
-  }
-
-  return deletedCount;
-}
-
-/**
- * Ensures indexes have proper filterable attributes configured and checks if documents have user field
- * @param {MeiliSearch} client - MeiliSearch client instance
- * @returns {Promise<{settingsUpdated: boolean, orphanedDocsFound: boolean}>} - Status of what was done
- */
-async function ensureFilterableAttributes(client) {
-  let settingsUpdated = false;
-  let hasOrphanedDocs = false;
-
-  try {
-    // Check and update messages index
-    try {
-      const messagesIndex = client.index('messages');
-      const settings = await messagesIndex.getSettings();
-
-      if (!settings.filterableAttributes || !settings.filterableAttributes.includes('user')) {
-        logger.info('[indexSync] Configuring messages index to filter by user...');
-        await messagesIndex.updateSettings({
-          filterableAttributes: ['user'],
-        });
-        logger.info('[indexSync] Messages index configured for user filtering');
-        settingsUpdated = true;
-      }
-
-      // Check if existing documents have user field indexed
-      try {
-        const searchResult = await messagesIndex.search('', { limit: 1 });
-        if (searchResult.hits.length > 0 && !searchResult.hits[0].user) {
-          logger.info(
-            '[indexSync] Existing messages missing user field, will clean up orphaned documents...',
-          );
-          hasOrphanedDocs = true;
-        }
-      } catch (searchError) {
-        logger.debug('[indexSync] Could not check message documents:', searchError.message);
-      }
-    } catch (error) {
-      if (error.code !== 'index_not_found') {
-        logger.warn('[indexSync] Could not check/update messages index settings:', error.message);
-      }
-    }
-
-    // Check and update conversations index
-    try {
-      const convosIndex = client.index('convos');
-      const settings = await convosIndex.getSettings();
-
-      if (!settings.filterableAttributes || !settings.filterableAttributes.includes('user')) {
-        logger.info('[indexSync] Configuring convos index to filter by user...');
-        await convosIndex.updateSettings({
-          filterableAttributes: ['user'],
-        });
-        logger.info('[indexSync] Convos index configured for user filtering');
-        settingsUpdated = true;
-      }
-
-      // Check if existing documents have user field indexed
-      try {
-        const searchResult = await convosIndex.search('', { limit: 1 });
-        if (searchResult.hits.length > 0 && !searchResult.hits[0].user) {
-          logger.info(
-            '[indexSync] Existing conversations missing user field, will clean up orphaned documents...',
-          );
-          hasOrphanedDocs = true;
-        }
-      } catch (searchError) {
-        logger.debug('[indexSync] Could not check conversation documents:', searchError.message);
-      }
-    } catch (error) {
-      if (error.code !== 'index_not_found') {
-        logger.warn('[indexSync] Could not check/update convos index settings:', error.message);
-      }
-    }
-
-    // If either index has orphaned documents, clean them up (but don't force resync)
-    if (hasOrphanedDocs) {
-      try {
-        const messagesIndex = client.index('messages');
-        await deleteDocumentsWithoutUserField(messagesIndex, 'messages');
-      } catch (error) {
-        logger.debug('[indexSync] Could not clean up messages:', error.message);
-      }
-
-      try {
-        const convosIndex = client.index('convos');
-        await deleteDocumentsWithoutUserField(convosIndex, 'convos');
-      } catch (error) {
-        logger.debug('[indexSync] Could not clean up convos:', error.message);
-      }
-
-      logger.info('[indexSync] Orphaned documents cleaned up without forcing resync.');
-    }
-
-    if (settingsUpdated) {
-      logger.info('[indexSync] Index settings updated. Full re-sync will be triggered.');
-    }
-  } catch (error) {
-    logger.error('[indexSync] Error ensuring filterable attributes:', error);
-  }
-
-  return { settingsUpdated, orphanedDocsFound: hasOrphanedDocs };
-}
-
 /**
  * Performs the actual sync operations for messages and conversations
- * @param {FlowStateManager} flowManager - Flow state manager instance
- * @param {string} flowId - Flow identifier
- * @param {string} flowType - Flow type
  */
-async function performSync(flowManager, flowId, flowType) {
-  try {
-    const client = MeiliSearchClient.getInstance();
+async function performSync() {
+  const client = MeiliSearchClient.getInstance();
 
-    const { status } = await client.health();
-    if (status !== 'available') {
-      throw new Error('Meilisearch not available');
-    }
-
-    if (indexingDisabled === true) {
-      logger.info('[indexSync] Indexing is disabled, skipping...');
-      return { messagesSync: false, convosSync: false };
-    }
-
-    /** Ensures indexes have proper filterable attributes configured */
-    const { settingsUpdated, orphanedDocsFound: _orphanedDocsFound } =
-      await ensureFilterableAttributes(client);
-
-    let messagesSync = false;
-    let convosSync = false;
-
-    // Only reset flags if settings were actually updated (not just for orphaned doc cleanup)
-    if (settingsUpdated) {
-      logger.info(
-        '[indexSync] Settings updated. Forcing full re-sync to reindex with new configuration...',
-      );
-
-      // Reset sync flags to force full re-sync
-      await Message.collection.updateMany({ _meiliIndex: true }, { $set: { _meiliIndex: false } });
-      await Conversation.collection.updateMany(
-        { _meiliIndex: true },
-        { $set: { _meiliIndex: false } },
-      );
-    }
-
-    // Check if we need to sync messages
-    const messageProgress = await Message.getSyncProgress();
-    if (!messageProgress.isComplete || settingsUpdated) {
-      logger.info(
-        `[indexSync] Messages need syncing: ${messageProgress.totalProcessed}/${messageProgress.totalDocuments} indexed`,
-      );
-
-      // Check if we should do a full sync or incremental
-      const messageCount = await Message.countDocuments();
-      const messagesIndexed = messageProgress.totalProcessed;
-      const syncThreshold = parseInt(process.env.MEILI_SYNC_THRESHOLD || '1000', 10);
-
-      if (messageCount - messagesIndexed > syncThreshold) {
-        logger.info('[indexSync] Starting full message sync due to large difference');
-        await Message.syncWithMeili();
-        messagesSync = true;
-      } else if (messageCount !== messagesIndexed) {
-        logger.warn('[indexSync] Messages out of sync, performing incremental sync');
-        await Message.syncWithMeili();
-        messagesSync = true;
-      }
-    } else {
-      logger.info(
-        `[indexSync] Messages are fully synced: ${messageProgress.totalProcessed}/${messageProgress.totalDocuments}`,
-      );
-    }
-
-    // Check if we need to sync conversations
-    const convoProgress = await Conversation.getSyncProgress();
-    if (!convoProgress.isComplete || settingsUpdated) {
-      logger.info(
-        `[indexSync] Conversations need syncing: ${convoProgress.totalProcessed}/${convoProgress.totalDocuments} indexed`,
-      );
-
-      const convoCount = await Conversation.countDocuments();
-      const convosIndexed = convoProgress.totalProcessed;
-      const syncThreshold = parseInt(process.env.MEILI_SYNC_THRESHOLD || '1000', 10);
-
-      if (convoCount - convosIndexed > syncThreshold) {
-        logger.info('[indexSync] Starting full conversation sync due to large difference');
-        await Conversation.syncWithMeili();
-        convosSync = true;
-      } else if (convoCount !== convosIndexed) {
-        logger.warn('[indexSync] Convos out of sync, performing incremental sync');
-        await Conversation.syncWithMeili();
-        convosSync = true;
-      }
-    } else {
-      logger.info(
-        `[indexSync] Conversations are fully synced: ${convoProgress.totalProcessed}/${convoProgress.totalDocuments}`,
-      );
-    }
-
-    return { messagesSync, convosSync };
-  } finally {
-    if (indexingDisabled === true) {
-      logger.info('[indexSync] Indexing is disabled, skipping cleanup...');
-    } else if (flowManager && flowId && flowType) {
-      try {
-        await flowManager.deleteFlow(flowId, flowType);
-        logger.debug('[indexSync] Flow state cleaned up');
-      } catch (cleanupErr) {
-        logger.debug('[indexSync] Could not clean up flow state:', cleanupErr.message);
-      }
-    }
+  const { status } = await client.health();
+  if (status !== 'available') {
+    throw new Error('Meilisearch not available');
   }
+
+  if (indexingDisabled === true) {
+    logger.info('[indexSync] Indexing is disabled, skipping...');
+    return { messagesSync: false, convosSync: false };
+  }
+
+  let messagesSync = false;
+  let convosSync = false;
+
+  // Check if we need to sync messages
+  const messageProgress = await Message.getSyncProgress();
+  if (!messageProgress.isComplete) {
+    logger.info(
+      `[indexSync] Messages need syncing: ${messageProgress.totalProcessed}/${messageProgress.totalDocuments} indexed`,
+    );
+
+    // Check if we should do a full sync or incremental
+    const messageCount = await Message.countDocuments();
+    const messagesIndexed = messageProgress.totalProcessed;
+    const syncThreshold = parseInt(process.env.MEILI_SYNC_THRESHOLD || '1000', 10);
+
+    if (messageCount - messagesIndexed > syncThreshold) {
+      logger.info('[indexSync] Starting full message sync due to large difference');
+      await Message.syncWithMeili();
+      messagesSync = true;
+    } else if (messageCount !== messagesIndexed) {
+      logger.warn('[indexSync] Messages out of sync, performing incremental sync');
+      await Message.syncWithMeili();
+      messagesSync = true;
+    }
+  } else {
+    logger.info(
+      `[indexSync] Messages are fully synced: ${messageProgress.totalProcessed}/${messageProgress.totalDocuments}`,
+    );
+  }
+
+  // Check if we need to sync conversations
+  const convoProgress = await Conversation.getSyncProgress();
+  if (!convoProgress.isComplete) {
+    logger.info(
+      `[indexSync] Conversations need syncing: ${convoProgress.totalProcessed}/${convoProgress.totalDocuments} indexed`,
+    );
+
+    const convoCount = await Conversation.countDocuments();
+    const convosIndexed = convoProgress.totalProcessed;
+    const syncThreshold = parseInt(process.env.MEILI_SYNC_THRESHOLD || '1000', 10);
+
+    if (convoCount - convosIndexed > syncThreshold) {
+      logger.info('[indexSync] Starting full conversation sync due to large difference');
+      await Conversation.syncWithMeili();
+      convosSync = true;
+    } else if (convoCount !== convosIndexed) {
+      logger.warn('[indexSync] Convos out of sync, performing incremental sync');
+      await Conversation.syncWithMeili();
+      convosSync = true;
+    }
+  } else {
+    logger.info(
+      `[indexSync] Conversations are fully synced: ${convoProgress.totalProcessed}/${convoProgress.totalDocuments}`,
+    );
+  }
+
+  return { messagesSync, convosSync };
 }
 
 /**
@@ -300,26 +116,24 @@ async function indexSync() {
 
   logger.info('[indexSync] Starting index synchronization check...');
 
-  // Get or create FlowStateManager instance
-  const flowsCache = getLogStores(CacheKeys.FLOWS);
-  if (!flowsCache) {
-    logger.warn('[indexSync] Flows cache not available, falling back to direct sync');
-    return await performSync(null, null, null);
-  }
-
-  const flowManager = new FlowStateManager(flowsCache, {
-    ttl: 60000 * 10, // 10 minutes TTL for sync operations
-  });
-
-  // Use a unique flow ID for the sync operation
-  const flowId = 'meili-index-sync';
-  const flowType = 'MEILI_SYNC';
-
   try {
+    // Get or create FlowStateManager instance
+    const flowsCache = getLogStores(CacheKeys.FLOWS);
+    if (!flowsCache) {
+      logger.warn('[indexSync] Flows cache not available, falling back to direct sync');
+      return await performSync();
+    }
+
+    const flowManager = new FlowStateManager(flowsCache, {
+      ttl: 60000 * 10, // 10 minutes TTL for sync operations
+    });
+
+    // Use a unique flow ID for the sync operation
+    const flowId = 'meili-index-sync';
+    const flowType = 'MEILI_SYNC';
+
     // This will only execute the handler if no other instance is running the sync
-    const result = await flowManager.createFlowWithHandler(flowId, flowType, () =>
-      performSync(flowManager, flowId, flowType),
-    );
+    const result = await flowManager.createFlowWithHandler(flowId, flowType, performSync);
 
     if (result.messagesSync || result.convosSync) {
       logger.info('[indexSync] Sync completed successfully');

api/models/Agent.js

@@ -2,7 +2,7 @@ const mongoose = require('mongoose');
 const crypto = require('node:crypto');
 const { logger } = require('@librechat/data-schemas');
 const { ResourceType, SystemRoles, Tools, actionDelimiter } = require('librechat-data-provider');
-const { GLOBAL_PROJECT_NAME, EPHEMERAL_AGENT_ID, mcp_all, mcp_delimiter } =
+const { GLOBAL_PROJECT_NAME, EPHEMERAL_AGENT_ID, mcp_delimiter } =
   require('librechat-data-provider').Constants;
 const {
   removeAgentFromAllProjects,
@@ -11,7 +11,7 @@ const {
   getProjectByName,
 } = require('./Project');
 const { removeAllPermissions } = require('~/server/services/PermissionService');
-const { getMCPServerTools } = require('~/server/services/Config');
+const { getCachedTools } = require('~/server/services/Config');
 const { getActions } = require('./Action');
 const { Agent } = require('~/db/models');
 
@@ -49,68 +49,44 @@ const createAgent = async (agentData) => {
  */
 const getAgent = async (searchParameter) => await Agent.findOne(searchParameter).lean();
 
-/**
- * Get multiple agent documents based on the provided search parameters.
- *
- * @param {Object} searchParameter - The search parameters to find agents.
- * @returns {Promise<Agent[]>} Array of agent documents as plain objects.
- */
-const getAgents = async (searchParameter) => await Agent.find(searchParameter).lean();
-
 /**
  * Load an agent based on the provided ID
  *
  * @param {Object} params
  * @param {ServerRequest} params.req
- * @param {string} params.spec
  * @param {string} params.agent_id
  * @param {string} params.endpoint
  * @param {import('@librechat/agents').ClientOptions} [params.model_parameters]
  * @returns {Promise<Agent|null>} The agent document as a plain object, or null if not found.
  */
-const loadEphemeralAgent = async ({ req, spec, agent_id, endpoint, model_parameters: _m }) => {
+const loadEphemeralAgent = async ({ req, agent_id, endpoint, model_parameters: _m }) => {
   const { model, ...model_parameters } = _m;
-  const modelSpecs = req.config?.modelSpecs?.list;
-  /** @type {TModelSpec | null} */
-  let modelSpec = null;
-  if (spec != null && spec !== '') {
-    modelSpec = modelSpecs?.find((s) => s.name === spec) || null;
-  }
+  /** @type {Record<string, FunctionTool>} */
+  const availableTools = await getCachedTools({ userId: req.user.id, includeGlobal: true });
   /** @type {TEphemeralAgent | null} */
   const ephemeralAgent = req.body.ephemeralAgent;
   const mcpServers = new Set(ephemeralAgent?.mcp);
-  const userId = req.user?.id; // note: userId cannot be undefined at runtime
-  if (modelSpec?.mcpServers) {
-    for (const mcpServer of modelSpec.mcpServers) {
-      mcpServers.add(mcpServer);
-    }
-  }
   /** @type {string[]} */
   const tools = [];
-  if (ephemeralAgent?.execute_code === true || modelSpec?.executeCode === true) {
+  if (ephemeralAgent?.execute_code === true) {
     tools.push(Tools.execute_code);
   }
-  if (ephemeralAgent?.file_search === true || modelSpec?.fileSearch === true) {
+  if (ephemeralAgent?.file_search === true) {
     tools.push(Tools.file_search);
   }
-  if (ephemeralAgent?.web_search === true || modelSpec?.webSearch === true) {
+  if (ephemeralAgent?.web_search === true) {
     tools.push(Tools.web_search);
   }
 
-  const addedServers = new Set();
   if (mcpServers.size > 0) {
-    for (const mcpServer of mcpServers) {
-      if (addedServers.has(mcpServer)) {
+    for (const toolName of Object.keys(availableTools)) {
+      if (!toolName.includes(mcp_delimiter)) {
         continue;
       }
-      const serverTools = await getMCPServerTools(userId, mcpServer);
-      if (!serverTools) {
-        tools.push(`${mcp_all}${mcp_delimiter}${mcpServer}`);
-        addedServers.add(mcpServer);
-        continue;
+      const mcpServer = toolName.split(mcp_delimiter)?.[1];
+      if (mcpServer && mcpServers.has(mcpServer)) {
+        tools.push(toolName);
       }
-      tools.push(...Object.keys(serverTools));
-      addedServers.add(mcpServer);
     }
   }
 
@@ -135,18 +111,17 @@ const loadEphemeralAgent = async ({ req, spec, agent_id, endpoint, model_paramet
  *
  * @param {Object} params
  * @param {ServerRequest} params.req
- * @param {string} params.spec
  * @param {string} params.agent_id
  * @param {string} params.endpoint
  * @param {import('@librechat/agents').ClientOptions} [params.model_parameters]
  * @returns {Promise<Agent|null>} The agent document as a plain object, or null if not found.
  */
-const loadAgent = async ({ req, spec, agent_id, endpoint, model_parameters }) => {
+const loadAgent = async ({ req, agent_id, endpoint, model_parameters }) => {
   if (!agent_id) {
     return null;
   }
   if (agent_id === EPHEMERAL_AGENT_ID) {
-    return await loadEphemeralAgent({ req, spec, agent_id, endpoint, model_parameters });
+    return await loadEphemeralAgent({ req, agent_id, endpoint, model_parameters });
   }
   const agent = await getAgent({
     id: agent_id,
@@ -697,7 +672,7 @@ const getListAgents = async (searchParameter) => {
  * This function also updates the corresponding projects to include or exclude the agent ID.
  *
  * @param {Object} params - Parameters for updating the agent's projects.
- * @param {IUser} params.user - Parameters for updating the agent's projects.
+ * @param {MongoUser} params.user - Parameters for updating the agent's projects.
  * @param {string} params.agentId - The ID of the agent to update.
  * @param {string[]} [params.projectIds] - Array of project IDs to add to the agent.
  * @param {string[]} [params.removeProjectIds] - Array of project IDs to remove from the agent.
@@ -851,7 +826,6 @@ const countPromotedAgents = async () => {
 
 module.exports = {
   getAgent,
-  getAgents,
   loadAgent,
   createAgent,
   updateAgent,

api/models/Agent.spec.js

@@ -8,7 +8,6 @@ process.env.CREDS_IV = '0123456789abcdef';
 
 jest.mock('~/server/services/Config', () => ({
   getCachedTools: jest.fn(),
-  getMCPServerTools: jest.fn(),
 }));
 
 const mongoose = require('mongoose');
@@ -31,7 +30,7 @@ const {
   generateActionMetadataHash,
 } = require('./Agent');
 const permissionService = require('~/server/services/PermissionService');
-const { getCachedTools, getMCPServerTools } = require('~/server/services/Config');
+const { getCachedTools } = require('~/server/services/Config');
 const { AclEntry } = require('~/db/models');
 
 /**
@@ -1347,21 +1346,18 @@ describe('models/Agent', () => {
       expect(secondUpdate.versions).toHaveLength(3);
       expect(secondUpdate.support_contact.email).toBe('updated@support.com');
 
-      // Try to update with same support_contact - should be detected as duplicate but return successfully
-      const duplicateUpdate = await updateAgent(
-        { id: agentId },
-        {
-          support_contact: {
-            name: 'Updated Support',
-            email: 'updated@support.com',
+      // Try to update with same support_contact - should be detected as duplicate
+      await expect(
+        updateAgent(
+          { id: agentId },
+          {
+            support_contact: {
+              name: 'Updated Support',
+              email: 'updated@support.com',
+            },
           },
-        },
-      );
-
-      // Should not create a new version
-      expect(duplicateUpdate.versions).toHaveLength(3);
-      expect(duplicateUpdate.version).toBe(3);
-      expect(duplicateUpdate.support_contact.email).toBe('updated@support.com');
+        ),
+      ).rejects.toThrow('Duplicate version');
     });
 
     test('should handle support_contact from empty to populated', async () => {
@@ -1545,22 +1541,18 @@ describe('models/Agent', () => {
       expect(updated.support_contact.name).toBe('New Name');
       expect(updated.support_contact.email).toBe('');
 
-      // Verify isDuplicateVersion works with partial changes - should return successfully without creating new version
-      const duplicateUpdate = await updateAgent(
-        { id: agentId },
-        {
-          support_contact: {
-            name: 'New Name',
-            email: '',
+      // Verify isDuplicateVersion works with partial changes
+      await expect(
+        updateAgent(
+          { id: agentId },
+          {
+            support_contact: {
+              name: 'New Name',
+              email: '',
+            },
           },
-        },
-      );
-
-      // Should not create a new version since content is the same
-      expect(duplicateUpdate.versions).toHaveLength(2);
-      expect(duplicateUpdate.version).toBe(2);
-      expect(duplicateUpdate.support_contact.name).toBe('New Name');
-      expect(duplicateUpdate.support_contact.email).toBe('');
+        ),
+      ).rejects.toThrow('Duplicate version');
     });
 
     // Edge Cases
@@ -1930,16 +1922,6 @@ describe('models/Agent', () => {
         another_tool: {},
       });
 
-      // Mock getMCPServerTools to return tools for each server
-      getMCPServerTools.mockImplementation(async (_userId, server) => {
-        if (server === 'server1') {
-          return { tool1_mcp_server1: {} };
-        } else if (server === 'server2') {
-          return { tool2_mcp_server2: {} };
-        }
-        return null;
-      });
-
       const mockReq = {
         user: { id: 'user123' },
         body: {
@@ -2124,14 +2106,6 @@ describe('models/Agent', () => {
 
         getCachedTools.mockResolvedValue(availableTools);
 
-        // Mock getMCPServerTools to return all tools for server1
-        getMCPServerTools.mockImplementation(async (_userId, server) => {
-          if (server === 'server1') {
-            return availableTools; // All 100 tools belong to server1
-          }
-          return null;
-        });
-
         const mockReq = {
           user: { id: 'user123' },
           body: {
@@ -2673,17 +2647,6 @@ describe('models/Agent', () => {
         tool_mcp_server2: {}, // Different server
       });
 
-      // Mock getMCPServerTools to return only tools matching the server
-      getMCPServerTools.mockImplementation(async (_userId, server) => {
-        if (server === 'server1') {
-          // Only return tool that correctly matches server1 format
-          return { tool_mcp_server1: {} };
-        } else if (server === 'server2') {
-          return { tool_mcp_server2: {} };
-        }
-        return null;
-      });
-
       const mockReq = {
         user: { id: 'user123' },
         body: {

api/models/Categories.js

@@ -1,4 +1,4 @@
-const { logger } = require('@librechat/data-schemas');
+const { logger } = require('~/config');
 
 const options = [
   {

api/models/Conversation.js

@@ -1,5 +1,6 @@
 const { logger } = require('@librechat/data-schemas');
 const { createTempChatExpirationDate } = require('@librechat/api');
+const { getCustomConfig } = require('~/server/services/Config/getCustomConfig');
 const { getMessages, deleteMessages } = require('./Message');
 const { Conversation } = require('~/db/models');
 
@@ -101,8 +102,8 @@ module.exports = {
 
       if (req?.body?.isTemporary) {
         try {
-          const appConfig = req.config;
-          update.expiredAt = createTempChatExpirationDate(appConfig?.interfaceConfig);
+          const customConfig = await getCustomConfig();
+          update.expiredAt = createTempChatExpirationDate(customConfig);
         } catch (err) {
           logger.error('Error creating temporary chat expiration date:', err);
           logger.info(`---\`saveConvo\` context: ${metadata?.context}`);
@@ -174,7 +175,7 @@ module.exports = {
 
     if (search) {
       try {
-        const meiliResults = await Conversation.meiliSearch(search, { filter: `user = "${user}"` });
+        const meiliResults = await Conversation.meiliSearch(search);
         const matchingIds = Array.isArray(meiliResults.hits)
           ? meiliResults.hits.map((result) => result.conversationId)
           : [];

api/models/Conversation.spec.js

@@ -13,8 +13,9 @@ const {
   saveConvo,
   getConvo,
 } = require('./Conversation');
-jest.mock('~/server/services/Config/app');
+jest.mock('~/server/services/Config/getCustomConfig');
 jest.mock('./Message');
+const { getCustomConfig } = require('~/server/services/Config/getCustomConfig');
 const { getMessages, deleteMessages } = require('./Message');
 
 const { Conversation } = require('~/db/models');
@@ -49,11 +50,6 @@ describe('Conversation Operations', () => {
     mockReq = {
       user: { id: 'user123' },
       body: {},
-      config: {
-        interfaceConfig: {
-          temporaryChatRetention: 24, // Default 24 hours
-        },
-      },
     };
 
     mockConversationData = {
@@ -122,8 +118,12 @@ describe('Conversation Operations', () => {
 
   describe('isTemporary conversation handling', () => {
     it('should save a conversation with expiredAt when isTemporary is true', async () => {
-      // Mock app config with 24 hour retention
-      mockReq.config.interfaceConfig.temporaryChatRetention = 24;
+      // Mock custom config with 24 hour retention
+      getCustomConfig.mockResolvedValue({
+        interface: {
+          temporaryChatRetention: 24,
+        },
+      });
 
       mockReq.body = { isTemporary: true };
 
@@ -167,8 +167,12 @@ describe('Conversation Operations', () => {
     });
 
     it('should use custom retention period from config', async () => {
-      // Mock app config with 48 hour retention
-      mockReq.config.interfaceConfig.temporaryChatRetention = 48;
+      // Mock custom config with 48 hour retention
+      getCustomConfig.mockResolvedValue({
+        interface: {
+          temporaryChatRetention: 48,
+        },
+      });
 
       mockReq.body = { isTemporary: true };
 
@@ -190,8 +194,12 @@ describe('Conversation Operations', () => {
     });
 
     it('should handle minimum retention period (1 hour)', async () => {
-      // Mock app config with less than minimum retention
-      mockReq.config.interfaceConfig.temporaryChatRetention = 0.5; // Half hour - should be clamped to 1 hour
+      // Mock custom config with less than minimum retention
+      getCustomConfig.mockResolvedValue({
+        interface: {
+          temporaryChatRetention: 0.5, // Half hour - should be clamped to 1 hour
+        },
+      });
 
       mockReq.body = { isTemporary: true };
 
@@ -213,8 +221,12 @@ describe('Conversation Operations', () => {
     });
 
     it('should handle maximum retention period (8760 hours)', async () => {
-      // Mock app config with more than maximum retention
-      mockReq.config.interfaceConfig.temporaryChatRetention = 10000; // Should be clamped to 8760 hours
+      // Mock custom config with more than maximum retention
+      getCustomConfig.mockResolvedValue({
+        interface: {
+          temporaryChatRetention: 10000, // Should be clamped to 8760 hours
+        },
+      });
 
       mockReq.body = { isTemporary: true };
 
@@ -235,36 +247,22 @@ describe('Conversation Operations', () => {
       );
     });
 
-    it('should handle missing config gracefully', async () => {
-      // Simulate missing config - should use default retention period
-      delete mockReq.config;
+    it('should handle getCustomConfig errors gracefully', async () => {
+      // Mock getCustomConfig to throw an error
+      getCustomConfig.mockRejectedValue(new Error('Config service unavailable'));
 
       mockReq.body = { isTemporary: true };
 
-      const beforeSave = new Date();
       const result = await saveConvo(mockReq, mockConversationData);
-      const afterSave = new Date();
 
-      // Should still save the conversation with default retention period (30 days)
+      // Should still save the conversation but with expiredAt as null
       expect(result.conversationId).toBe(mockConversationData.conversationId);
-      expect(result.expiredAt).toBeDefined();
-      expect(result.expiredAt).toBeInstanceOf(Date);
-
-      // Verify expiredAt is approximately 30 days in the future (720 hours)
-      const expectedExpirationTime = new Date(beforeSave.getTime() + 720 * 60 * 60 * 1000);
-      const actualExpirationTime = new Date(result.expiredAt);
-
-      expect(actualExpirationTime.getTime()).toBeGreaterThanOrEqual(
-        expectedExpirationTime.getTime() - 1000,
-      );
-      expect(actualExpirationTime.getTime()).toBeLessThanOrEqual(
-        new Date(afterSave.getTime() + 720 * 60 * 60 * 1000 + 1000).getTime(),
-      );
+      expect(result.expiredAt).toBeNull();
     });
 
     it('should use default retention when config is not provided', async () => {
-      // Mock getAppConfig to return empty config
-      mockReq.config = {}; // Empty config
+      // Mock getCustomConfig to return empty config
+      getCustomConfig.mockResolvedValue({});
 
       mockReq.body = { isTemporary: true };
 
@@ -287,7 +285,11 @@ describe('Conversation Operations', () => {
 
     it('should update expiredAt when saving existing temporary conversation', async () => {
       // First save a temporary conversation
-      mockReq.config.interfaceConfig.temporaryChatRetention = 24;
+      getCustomConfig.mockResolvedValue({
+        interface: {
+          temporaryChatRetention: 24,
+        },
+      });
 
       mockReq.body = { isTemporary: true };
       const firstSave = await saveConvo(mockReq, mockConversationData);

api/models/ConversationTag.js

@@ -239,46 +239,10 @@ const updateTagsForConversation = async (user, conversationId, tags) => {
   }
 };
 
-/**
- * Increments tag counts for existing tags only.
- * @param {string} user - The user ID.
- * @param {string[]} tags - Array of tag names to increment
- * @returns {Promise<void>}
- */
-const bulkIncrementTagCounts = async (user, tags) => {
-  if (!tags || tags.length === 0) {
-    return;
-  }
-
-  try {
-    const uniqueTags = [...new Set(tags.filter(Boolean))];
-    if (uniqueTags.length === 0) {
-      return;
-    }
-
-    const bulkOps = uniqueTags.map((tag) => ({
-      updateOne: {
-        filter: { user, tag },
-        update: { $inc: { count: 1 } },
-      },
-    }));
-
-    const result = await ConversationTag.bulkWrite(bulkOps);
-    if (result && result.modifiedCount > 0) {
-      logger.debug(
-        `user: ${user} | Incremented tag counts - modified ${result.modifiedCount} tags`,
-      );
-    }
-  } catch (error) {
-    logger.error('[bulkIncrementTagCounts] Error incrementing tag counts', error);
-  }
-};
-
 module.exports = {
   getConversationTags,
   createConversationTag,
   updateConversationTag,
   deleteConversationTag,
-  bulkIncrementTagCounts,
   updateTagsForConversation,
 };

api/models/File.js

@@ -42,7 +42,7 @@ const getToolFilesByIds = async (fileIds, toolResourceSet) => {
       $or: [],
     };
 
-    if (toolResourceSet.has(EToolResources.context)) {
+    if (toolResourceSet.has(EToolResources.ocr)) {
       filter.$or.push({ text: { $exists: true, $ne: null }, context: FileContext.agents });
     }
     if (toolResourceSet.has(EToolResources.file_search)) {

api/models/File.spec.js

@@ -211,7 +211,7 @@ describe('File Access Control', () => {
       expect(accessMap.get(fileIds[1])).toBe(false);
     });
 
-    it('should deny access when user only has VIEW permission and needs access for deletion', async () => {
+    it('should deny access when user only has VIEW permission', async () => {
       const userId = new mongoose.Types.ObjectId();
       const authorId = new mongoose.Types.ObjectId();
       const agentId = uuidv4();
@@ -263,71 +263,12 @@ describe('File Access Control', () => {
         role: SystemRoles.USER,
         fileIds,
         agentId,
-        isDelete: true,
       });
 
       // Should have no access to any files when only VIEW permission
       expect(accessMap.get(fileIds[0])).toBe(false);
       expect(accessMap.get(fileIds[1])).toBe(false);
     });
-
-    it('should grant access when user has VIEW permission', async () => {
-      const userId = new mongoose.Types.ObjectId();
-      const authorId = new mongoose.Types.ObjectId();
-      const agentId = uuidv4();
-      const fileIds = [uuidv4(), uuidv4()];
-
-      // Create users
-      await User.create({
-        _id: userId,
-        email: 'user@example.com',
-        emailVerified: true,
-        provider: 'local',
-      });
-
-      await User.create({
-        _id: authorId,
-        email: 'author@example.com',
-        emailVerified: true,
-        provider: 'local',
-      });
-
-      // Create agent with files
-      const agent = await createAgent({
-        id: agentId,
-        name: 'View-Only Agent',
-        author: authorId,
-        model: 'gpt-4',
-        provider: 'openai',
-        tool_resources: {
-          file_search: {
-            file_ids: fileIds,
-          },
-        },
-      });
-
-      // Grant only VIEW permission to user on the agent
-      await grantPermission({
-        principalType: PrincipalType.USER,
-        principalId: userId,
-        resourceType: ResourceType.AGENT,
-        resourceId: agent._id,
-        accessRoleId: AccessRoleIds.AGENT_VIEWER,
-        grantedBy: authorId,
-      });
-
-      // Check access for files
-      const { hasAccessToFilesViaAgent } = require('~/server/services/Files/permissions');
-      const accessMap = await hasAccessToFilesViaAgent({
-        userId: userId,
-        role: SystemRoles.USER,
-        fileIds,
-        agentId,
-      });
-
-      expect(accessMap.get(fileIds[0])).toBe(true);
-      expect(accessMap.get(fileIds[1])).toBe(true);
-    });
   });
 
   describe('getFiles with agent access control', () => {

api/models/Message.js

@@ -1,6 +1,7 @@
 const { z } = require('zod');
 const { logger } = require('@librechat/data-schemas');
 const { createTempChatExpirationDate } = require('@librechat/api');
+const { getCustomConfig } = require('~/server/services/Config/getCustomConfig');
 const { Message } = require('~/db/models');
 
 const idSchema = z.string().uuid();
@@ -10,7 +11,7 @@ const idSchema = z.string().uuid();
  *
  * @async
  * @function saveMessage
- * @param {ServerRequest} req - The request object containing user information.
+ * @param {Express.Request} req - The request object containing user information.
  * @param {Object} params - The message data object.
  * @param {string} params.endpoint - The endpoint where the message originated.
  * @param {string} params.iconURL - The URL of the sender's icon.
@@ -56,8 +57,8 @@ async function saveMessage(req, params, metadata) {
 
     if (req?.body?.isTemporary) {
       try {
-        const appConfig = req.config;
-        update.expiredAt = createTempChatExpirationDate(appConfig?.interfaceConfig);
+        const customConfig = await getCustomConfig();
+        update.expiredAt = createTempChatExpirationDate(customConfig);
       } catch (err) {
         logger.error('Error creating temporary chat expiration date:', err);
         logger.info(`---\`saveMessage\` context: ${metadata?.context}`);

api/models/Message.spec.js

@@ -13,7 +13,8 @@ const {
   deleteMessagesSince,
 } = require('./Message');
 
-jest.mock('~/server/services/Config/app');
+jest.mock('~/server/services/Config/getCustomConfig');
+const { getCustomConfig } = require('~/server/services/Config/getCustomConfig');
 
 /**
  * @type {import('mongoose').Model<import('@librechat/data-schemas').IMessage>}
@@ -43,11 +44,6 @@ describe('Message Operations', () => {
 
     mockReq = {
       user: { id: 'user123' },
-      config: {
-        interfaceConfig: {
-          temporaryChatRetention: 24, // Default 24 hours
-        },
-      },
     };
 
     mockMessageData = {
@@ -330,8 +326,12 @@ describe('Message Operations', () => {
     });
 
     it('should save a message with expiredAt when isTemporary is true', async () => {
-      // Mock app config with 24 hour retention
-      mockReq.config.interfaceConfig.temporaryChatRetention = 24;
+      // Mock custom config with 24 hour retention
+      getCustomConfig.mockResolvedValue({
+        interface: {
+          temporaryChatRetention: 24,
+        },
+      });
 
       mockReq.body = { isTemporary: true };
 
@@ -375,8 +375,12 @@ describe('Message Operations', () => {
     });
 
     it('should use custom retention period from config', async () => {
-      // Mock app config with 48 hour retention
-      mockReq.config.interfaceConfig.temporaryChatRetention = 48;
+      // Mock custom config with 48 hour retention
+      getCustomConfig.mockResolvedValue({
+        interface: {
+          temporaryChatRetention: 48,
+        },
+      });
 
       mockReq.body = { isTemporary: true };
 
@@ -398,8 +402,12 @@ describe('Message Operations', () => {
     });
 
     it('should handle minimum retention period (1 hour)', async () => {
-      // Mock app config with less than minimum retention
-      mockReq.config.interfaceConfig.temporaryChatRetention = 0.5; // Half hour - should be clamped to 1 hour
+      // Mock custom config with less than minimum retention
+      getCustomConfig.mockResolvedValue({
+        interface: {
+          temporaryChatRetention: 0.5, // Half hour - should be clamped to 1 hour
+        },
+      });
 
       mockReq.body = { isTemporary: true };
 
@@ -421,8 +429,12 @@ describe('Message Operations', () => {
     });
 
     it('should handle maximum retention period (8760 hours)', async () => {
-      // Mock app config with more than maximum retention
-      mockReq.config.interfaceConfig.temporaryChatRetention = 10000; // Should be clamped to 8760 hours
+      // Mock custom config with more than maximum retention
+      getCustomConfig.mockResolvedValue({
+        interface: {
+          temporaryChatRetention: 10000, // Should be clamped to 8760 hours
+        },
+      });
 
       mockReq.body = { isTemporary: true };
 
@@ -443,36 +455,22 @@ describe('Message Operations', () => {
       );
     });
 
-    it('should handle missing config gracefully', async () => {
-      // Simulate missing config - should use default retention period
-      delete mockReq.config;
+    it('should handle getCustomConfig errors gracefully', async () => {
+      // Mock getCustomConfig to throw an error
+      getCustomConfig.mockRejectedValue(new Error('Config service unavailable'));
 
       mockReq.body = { isTemporary: true };
 
-      const beforeSave = new Date();
       const result = await saveMessage(mockReq, mockMessageData);
-      const afterSave = new Date();
 
-      // Should still save the message with default retention period (30 days)
+      // Should still save the message but with expiredAt as null
       expect(result.messageId).toBe('msg123');
-      expect(result.expiredAt).toBeDefined();
-      expect(result.expiredAt).toBeInstanceOf(Date);
-
-      // Verify expiredAt is approximately 30 days in the future (720 hours)
-      const expectedExpirationTime = new Date(beforeSave.getTime() + 720 * 60 * 60 * 1000);
-      const actualExpirationTime = new Date(result.expiredAt);
-
-      expect(actualExpirationTime.getTime()).toBeGreaterThanOrEqual(
-        expectedExpirationTime.getTime() - 1000,
-      );
-      expect(actualExpirationTime.getTime()).toBeLessThanOrEqual(
-        new Date(afterSave.getTime() + 720 * 60 * 60 * 1000 + 1000).getTime(),
-      );
+      expect(result.expiredAt).toBeNull();
     });
 
     it('should use default retention when config is not provided', async () => {
-      // Mock getAppConfig to return empty config
-      mockReq.config = {}; // Empty config
+      // Mock getCustomConfig to return empty config
+      getCustomConfig.mockResolvedValue({});
 
       mockReq.body = { isTemporary: true };
 
@@ -495,7 +493,11 @@ describe('Message Operations', () => {
 
     it('should not update expiredAt on message update', async () => {
       // First save a temporary message
-      mockReq.config.interfaceConfig.temporaryChatRetention = 24;
+      getCustomConfig.mockResolvedValue({
+        interface: {
+          temporaryChatRetention: 24,
+        },
+      });
 
       mockReq.body = { isTemporary: true };
       const savedMessage = await saveMessage(mockReq, mockMessageData);
@@ -518,7 +520,11 @@ describe('Message Operations', () => {
 
     it('should preserve expiredAt when saving existing temporary message', async () => {
       // First save a temporary message
-      mockReq.config.interfaceConfig.temporaryChatRetention = 24;
+      getCustomConfig.mockResolvedValue({
+        interface: {
+          temporaryChatRetention: 24,
+        },
+      });
 
       mockReq.body = { isTemporary: true };
       const firstSave = await saveMessage(mockReq, mockMessageData);

api/models/Prompt.js

@@ -247,130 +247,10 @@ const deletePromptGroup = async ({ _id, author, role }) => {
   return { message: 'Prompt group deleted successfully' };
 };
 
-/**
- * Get prompt groups by accessible IDs with optional cursor-based pagination.
- * @param {Object} params - The parameters for getting accessible prompt groups.
- * @param {Array} [params.accessibleIds] - Array of prompt group ObjectIds the user has ACL access to.
- * @param {Object} [params.otherParams] - Additional query parameters (including author filter).
- * @param {number} [params.limit] - Number of prompt groups to return (max 100). If not provided, returns all prompt groups.
- * @param {string} [params.after] - Cursor for pagination - get prompt groups after this cursor. // base64 encoded JSON string with updatedAt and _id.
- * @returns {Promise<Object>} A promise that resolves to an object containing the prompt groups data and pagination info.
- */
-async function getListPromptGroupsByAccess({
-  accessibleIds = [],
-  otherParams = {},
-  limit = null,
-  after = null,
-}) {
-  const isPaginated = limit !== null && limit !== undefined;
-  const normalizedLimit = isPaginated ? Math.min(Math.max(1, parseInt(limit) || 20), 100) : null;
-
-  // Build base query combining ACL accessible prompt groups with other filters
-  const baseQuery = { ...otherParams, _id: { $in: accessibleIds } };
-
-  // Add cursor condition
-  if (after && typeof after === 'string' && after !== 'undefined' && after !== 'null') {
-    try {
-      const cursor = JSON.parse(Buffer.from(after, 'base64').toString('utf8'));
-      const { updatedAt, _id } = cursor;
-
-      const cursorCondition = {
-        $or: [
-          { updatedAt: { $lt: new Date(updatedAt) } },
-          { updatedAt: new Date(updatedAt), _id: { $gt: new ObjectId(_id) } },
-        ],
-      };
-
-      // Merge cursor condition with base query
-      if (Object.keys(baseQuery).length > 0) {
-        baseQuery.$and = [{ ...baseQuery }, cursorCondition];
-        // Remove the original conditions from baseQuery to avoid duplication
-        Object.keys(baseQuery).forEach((key) => {
-          if (key !== '$and') delete baseQuery[key];
-        });
-      } else {
-        Object.assign(baseQuery, cursorCondition);
-      }
-    } catch (error) {
-      logger.warn('Invalid cursor:', error.message);
-    }
-  }
-
-  // Build aggregation pipeline
-  const pipeline = [{ $match: baseQuery }, { $sort: { updatedAt: -1, _id: 1 } }];
-
-  // Only apply limit if pagination is requested
-  if (isPaginated) {
-    pipeline.push({ $limit: normalizedLimit + 1 });
-  }
-
-  // Add lookup for production prompt
-  pipeline.push(
-    {
-      $lookup: {
-        from: 'prompts',
-        localField: 'productionId',
-        foreignField: '_id',
-        as: 'productionPrompt',
-      },
-    },
-    { $unwind: { path: '$productionPrompt', preserveNullAndEmptyArrays: true } },
-    {
-      $project: {
-        name: 1,
-        numberOfGenerations: 1,
-        oneliner: 1,
-        category: 1,
-        projectIds: 1,
-        productionId: 1,
-        author: 1,
-        authorName: 1,
-        createdAt: 1,
-        updatedAt: 1,
-        'productionPrompt.prompt': 1,
-      },
-    },
-  );
-
-  const promptGroups = await PromptGroup.aggregate(pipeline).exec();
-
-  const hasMore = isPaginated ? promptGroups.length > normalizedLimit : false;
-  const data = (isPaginated ? promptGroups.slice(0, normalizedLimit) : promptGroups).map(
-    (group) => {
-      if (group.author) {
-        group.author = group.author.toString();
-      }
-      return group;
-    },
-  );
-
-  // Generate next cursor only if paginated
-  let nextCursor = null;
-  if (isPaginated && hasMore && data.length > 0) {
-    const lastGroup = promptGroups[normalizedLimit - 1];
-    nextCursor = Buffer.from(
-      JSON.stringify({
-        updatedAt: lastGroup.updatedAt.toISOString(),
-        _id: lastGroup._id.toString(),
-      }),
-    ).toString('base64');
-  }
-
-  return {
-    object: 'list',
-    data,
-    first_id: data.length > 0 ? data[0]._id.toString() : null,
-    last_id: data.length > 0 ? data[data.length - 1]._id.toString() : null,
-    has_more: hasMore,
-    after: nextCursor,
-  };
-}
-
 module.exports = {
   getPromptGroups,
   deletePromptGroup,
   getAllPromptGroups,
-  getListPromptGroupsByAccess,
   /**
    * Create a prompt and its respective group
    * @param {TCreatePromptRecord} saveData

api/models/Role.js

@@ -16,7 +16,7 @@ const { Role } = require('~/db/models');
  *
  * @param {string} roleName - The name of the role to find or create.
  * @param {string|string[]} [fieldsToSelect] - The fields to include or exclude in the returned document.
- * @returns {Promise<IRole>} Role document.
+ * @returns {Promise<Object>} A plain object representing the role document.
  */
 const getRoleByName = async function (roleName, fieldsToSelect = null) {
   const cache = getLogStores(CacheKeys.ROLES);
@@ -72,9 +72,8 @@ const updateRoleByName = async function (roleName, updates) {
  * Updates access permissions for a specific role and multiple permission types.
  * @param {string} roleName - The role to update.
  * @param {Object.<PermissionTypes, Object.<Permissions, boolean>>} permissionsUpdate - Permissions to update and their values.
- * @param {IRole} [roleData] - Optional role data to use instead of fetching from the database.
  */
-async function updateAccessPermissions(roleName, permissionsUpdate, roleData) {
+async function updateAccessPermissions(roleName, permissionsUpdate) {
   // Filter and clean the permission updates based on our schema definition.
   const updates = {};
   for (const [permissionType, permissions] of Object.entries(permissionsUpdate)) {
@@ -87,7 +86,7 @@ async function updateAccessPermissions(roleName, permissionsUpdate, roleData) {
   }
 
   try {
-    const role = roleData ?? (await getRoleByName(roleName));
+    const role = await getRoleByName(roleName);
     if (!role) {
       return;
     }
@@ -114,6 +113,7 @@ async function updateAccessPermissions(roleName, permissionsUpdate, roleData) {
       }
     }
 
+    // Process the current updates
     for (const [permissionType, permissions] of Object.entries(updates)) {
       const currentTypePermissions = currentPermissions[permissionType] || {};
       updatedPermissions[permissionType] = { ...currentTypePermissions };

api/models/Transaction.js

@@ -1,4 +1,5 @@
 const { logger } = require('@librechat/data-schemas');
+const { getBalanceConfig } = require('~/server/services/Config');
 const { getMultiplier, getCacheMultiplier } = require('./tx');
 const { Transaction, Balance } = require('~/db/models');
 
@@ -186,23 +187,20 @@ async function createAutoRefillTransaction(txData) {
 
 /**
  * Static method to create a transaction and update the balance
- * @param {txData} _txData - Transaction data.
+ * @param {txData} txData - Transaction data.
  */
-async function createTransaction(_txData) {
-  const { balance, transactions, ...txData } = _txData;
+async function createTransaction(txData) {
   if (txData.rawAmount != null && isNaN(txData.rawAmount)) {
     return;
   }
 
-  if (transactions?.enabled === false) {
-    return;
-  }
-
   const transaction = new Transaction(txData);
   transaction.endpointTokenConfig = txData.endpointTokenConfig;
   calculateTokenValue(transaction);
 
   await transaction.save();
+
+  const balance = await getBalanceConfig();
   if (!balance?.enabled) {
     return;
   }
@@ -223,14 +221,9 @@ async function createTransaction(_txData) {
 
 /**
  * Static method to create a structured transaction and update the balance
- * @param {txData} _txData - Transaction data.
+ * @param {txData} txData - Transaction data.
  */
-async function createStructuredTransaction(_txData) {
-  const { balance, transactions, ...txData } = _txData;
-  if (transactions?.enabled === false) {
-    return;
-  }
-
+async function createStructuredTransaction(txData) {
   const transaction = new Transaction({
     ...txData,
     endpointTokenConfig: txData.endpointTokenConfig,
@@ -240,6 +233,7 @@ async function createStructuredTransaction(_txData) {
 
   await transaction.save();
 
+  const balance = await getBalanceConfig();
   if (!balance?.enabled) {
     return;
   }

api/models/Transaction.spec.js

@@ -1,9 +1,13 @@
 const mongoose = require('mongoose');
 const { MongoMemoryServer } = require('mongodb-memory-server');
 const { spendTokens, spendStructuredTokens } = require('./spendTokens');
+const { getBalanceConfig } = require('~/server/services/Config');
 const { getMultiplier, getCacheMultiplier } = require('./tx');
-const { createTransaction, createStructuredTransaction } = require('./Transaction');
-const { Balance, Transaction } = require('~/db/models');
+const { createTransaction } = require('./Transaction');
+const { Balance } = require('~/db/models');
+
+// Mock the custom config module so we can control the balance flag.
+jest.mock('~/server/services/Config');
 
 let mongoServer;
 beforeAll(async () => {
@@ -19,6 +23,8 @@ afterAll(async () => {
 
 beforeEach(async () => {
   await mongoose.connection.dropDatabase();
+  // Default: enable balance updates in tests.
+  getBalanceConfig.mockResolvedValue({ enabled: true });
 });
 
 describe('Regular Token Spending Tests', () => {
@@ -35,7 +41,6 @@ describe('Regular Token Spending Tests', () => {
       model,
       context: 'test',
       endpointTokenConfig: null,
-      balance: { enabled: true },
     };
 
     const tokenUsage = {
@@ -69,7 +74,6 @@ describe('Regular Token Spending Tests', () => {
       model,
       context: 'test',
       endpointTokenConfig: null,
-      balance: { enabled: true },
     };
 
     const tokenUsage = {
@@ -100,7 +104,6 @@ describe('Regular Token Spending Tests', () => {
       model,
       context: 'test',
       endpointTokenConfig: null,
-      balance: { enabled: true },
     };
 
     const tokenUsage = {};
@@ -125,7 +128,6 @@ describe('Regular Token Spending Tests', () => {
       model,
       context: 'test',
       endpointTokenConfig: null,
-      balance: { enabled: true },
     };
 
     const tokenUsage = { promptTokens: 100 };
@@ -141,7 +143,8 @@ describe('Regular Token Spending Tests', () => {
   });
 
   test('spendTokens should not update balance when balance feature is disabled', async () => {
-    // Arrange: Balance config is now passed directly in txData
+    // Arrange: Override the config to disable balance updates.
+    getBalanceConfig.mockResolvedValue({ balance: { enabled: false } });
     const userId = new mongoose.Types.ObjectId();
     const initialBalance = 10000000;
     await Balance.create({ user: userId, tokenCredits: initialBalance });
@@ -153,7 +156,6 @@ describe('Regular Token Spending Tests', () => {
       model,
       context: 'test',
       endpointTokenConfig: null,
-      balance: { enabled: false },
     };
 
     const tokenUsage = {
@@ -184,7 +186,6 @@ describe('Structured Token Spending Tests', () => {
       model,
       context: 'message',
       endpointTokenConfig: null,
-      balance: { enabled: true },
     };
 
     const tokenUsage = {
@@ -238,7 +239,6 @@ describe('Structured Token Spending Tests', () => {
       conversationId: 'test-convo',
       model,
       context: 'message',
-      balance: { enabled: true },
     };
 
     const tokenUsage = {
@@ -271,7 +271,6 @@ describe('Structured Token Spending Tests', () => {
       conversationId: 'test-convo',
       model,
       context: 'message',
-      balance: { enabled: true },
     };
 
     const tokenUsage = {
@@ -303,7 +302,6 @@ describe('Structured Token Spending Tests', () => {
       conversationId: 'test-convo',
       model,
       context: 'message',
-      balance: { enabled: true },
     };
 
     const tokenUsage = {};
@@ -330,7 +328,6 @@ describe('Structured Token Spending Tests', () => {
       conversationId: 'test-convo',
       model,
       context: 'incomplete',
-      balance: { enabled: true },
     };
 
     const tokenUsage = {
@@ -367,7 +364,6 @@ describe('NaN Handling Tests', () => {
       endpointTokenConfig: null,
       rawAmount: NaN,
       tokenType: 'prompt',
-      balance: { enabled: true },
     };
 
     // Act
@@ -379,188 +375,3 @@ describe('NaN Handling Tests', () => {
     expect(balance.tokenCredits).toBe(initialBalance);
   });
 });
-
-describe('Transactions Config Tests', () => {
-  test('createTransaction should not save when transactions.enabled is false', async () => {
-    // Arrange
-    const userId = new mongoose.Types.ObjectId();
-    const initialBalance = 10000000;
-    await Balance.create({ user: userId, tokenCredits: initialBalance });
-
-    const model = 'gpt-3.5-turbo';
-    const txData = {
-      user: userId,
-      conversationId: 'test-conversation-id',
-      model,
-      context: 'test',
-      endpointTokenConfig: null,
-      rawAmount: -100,
-      tokenType: 'prompt',
-      transactions: { enabled: false },
-    };
-
-    // Act
-    const result = await createTransaction(txData);
-
-    // Assert: No transaction should be created
-    expect(result).toBeUndefined();
-    const transactions = await Transaction.find({ user: userId });
-    expect(transactions).toHaveLength(0);
-    const balance = await Balance.findOne({ user: userId });
-    expect(balance.tokenCredits).toBe(initialBalance);
-  });
-
-  test('createTransaction should save when transactions.enabled is true', async () => {
-    // Arrange
-    const userId = new mongoose.Types.ObjectId();
-    const initialBalance = 10000000;
-    await Balance.create({ user: userId, tokenCredits: initialBalance });
-
-    const model = 'gpt-3.5-turbo';
-    const txData = {
-      user: userId,
-      conversationId: 'test-conversation-id',
-      model,
-      context: 'test',
-      endpointTokenConfig: null,
-      rawAmount: -100,
-      tokenType: 'prompt',
-      transactions: { enabled: true },
-      balance: { enabled: true },
-    };
-
-    // Act
-    const result = await createTransaction(txData);
-
-    // Assert: Transaction should be created
-    expect(result).toBeDefined();
-    expect(result.balance).toBeLessThan(initialBalance);
-    const transactions = await Transaction.find({ user: userId });
-    expect(transactions).toHaveLength(1);
-    expect(transactions[0].rawAmount).toBe(-100);
-  });
-
-  test('createTransaction should save when balance.enabled is true even if transactions config is missing', async () => {
-    // Arrange
-    const userId = new mongoose.Types.ObjectId();
-    const initialBalance = 10000000;
-    await Balance.create({ user: userId, tokenCredits: initialBalance });
-
-    const model = 'gpt-3.5-turbo';
-    const txData = {
-      user: userId,
-      conversationId: 'test-conversation-id',
-      model,
-      context: 'test',
-      endpointTokenConfig: null,
-      rawAmount: -100,
-      tokenType: 'prompt',
-      balance: { enabled: true },
-      // No transactions config provided
-    };
-
-    // Act
-    const result = await createTransaction(txData);
-
-    // Assert: Transaction should be created (backward compatibility)
-    expect(result).toBeDefined();
-    expect(result.balance).toBeLessThan(initialBalance);
-    const transactions = await Transaction.find({ user: userId });
-    expect(transactions).toHaveLength(1);
-  });
-
-  test('createTransaction should save transaction but not update balance when balance is disabled but transactions enabled', async () => {
-    // Arrange
-    const userId = new mongoose.Types.ObjectId();
-    const initialBalance = 10000000;
-    await Balance.create({ user: userId, tokenCredits: initialBalance });
-
-    const model = 'gpt-3.5-turbo';
-    const txData = {
-      user: userId,
-      conversationId: 'test-conversation-id',
-      model,
-      context: 'test',
-      endpointTokenConfig: null,
-      rawAmount: -100,
-      tokenType: 'prompt',
-      transactions: { enabled: true },
-      balance: { enabled: false },
-    };
-
-    // Act
-    const result = await createTransaction(txData);
-
-    // Assert: Transaction should be created but balance unchanged
-    expect(result).toBeUndefined();
-    const transactions = await Transaction.find({ user: userId });
-    expect(transactions).toHaveLength(1);
-    expect(transactions[0].rawAmount).toBe(-100);
-    const balance = await Balance.findOne({ user: userId });
-    expect(balance.tokenCredits).toBe(initialBalance);
-  });
-
-  test('createStructuredTransaction should not save when transactions.enabled is false', async () => {
-    // Arrange
-    const userId = new mongoose.Types.ObjectId();
-    const initialBalance = 10000000;
-    await Balance.create({ user: userId, tokenCredits: initialBalance });
-
-    const model = 'claude-3-5-sonnet';
-    const txData = {
-      user: userId,
-      conversationId: 'test-conversation-id',
-      model,
-      context: 'message',
-      tokenType: 'prompt',
-      inputTokens: -10,
-      writeTokens: -100,
-      readTokens: -5,
-      transactions: { enabled: false },
-    };
-
-    // Act
-    const result = await createStructuredTransaction(txData);
-
-    // Assert: No transaction should be created
-    expect(result).toBeUndefined();
-    const transactions = await Transaction.find({ user: userId });
-    expect(transactions).toHaveLength(0);
-    const balance = await Balance.findOne({ user: userId });
-    expect(balance.tokenCredits).toBe(initialBalance);
-  });
-
-  test('createStructuredTransaction should save transaction but not update balance when balance is disabled but transactions enabled', async () => {
-    // Arrange
-    const userId = new mongoose.Types.ObjectId();
-    const initialBalance = 10000000;
-    await Balance.create({ user: userId, tokenCredits: initialBalance });
-
-    const model = 'claude-3-5-sonnet';
-    const txData = {
-      user: userId,
-      conversationId: 'test-conversation-id',
-      model,
-      context: 'message',
-      tokenType: 'prompt',
-      inputTokens: -10,
-      writeTokens: -100,
-      readTokens: -5,
-      transactions: { enabled: true },
-      balance: { enabled: false },
-    };
-
-    // Act
-    const result = await createStructuredTransaction(txData);
-
-    // Assert: Transaction should be created but balance unchanged
-    expect(result).toBeUndefined();
-    const transactions = await Transaction.find({ user: userId });
-    expect(transactions).toHaveLength(1);
-    expect(transactions[0].inputTokens).toBe(-10);
-    expect(transactions[0].writeTokens).toBe(-100);
-    expect(transactions[0].readTokens).toBe(-5);
-    const balance = await Balance.findOne({ user: userId });
-    expect(balance.tokenCredits).toBe(initialBalance);
-  });
-});

api/models/balanceMethods.js

@@ -118,7 +118,7 @@ const addIntervalToDate = (date, value, unit) => {
  * @async
  * @function
  * @param {Object} params - The function parameters.
- * @param {ServerRequest} params.req - The Express request object.
+ * @param {Express.Request} params.req - The Express request object.
  * @param {Express.Response} params.res - The Express response object.
  * @param {Object} params.txData - The transaction data.
  * @param {string} params.txData.user - The user ID or identifier.

api/models/convoStructure.spec.js

@@ -1,9 +1,47 @@
 const mongoose = require('mongoose');
-const { buildTree } = require('librechat-data-provider');
 const { MongoMemoryServer } = require('mongodb-memory-server');
 const { getMessages, bulkSaveMessages } = require('./Message');
 const { Message } = require('~/db/models');
 
+// Original version of buildTree function
+function buildTree({ messages, fileMap }) {
+  if (messages === null) {
+    return null;
+  }
+
+  const messageMap = {};
+  const rootMessages = [];
+  const childrenCount = {};
+
+  messages.forEach((message) => {
+    const parentId = message.parentMessageId ?? '';
+    childrenCount[parentId] = (childrenCount[parentId] || 0) + 1;
+
+    const extendedMessage = {
+      ...message,
+      children: [],
+      depth: 0,
+      siblingIndex: childrenCount[parentId] - 1,
+    };
+
+    if (message.files && fileMap) {
+      extendedMessage.files = message.files.map((file) => fileMap[file.file_id ?? ''] ?? file);
+    }
+
+    messageMap[message.messageId] = extendedMessage;
+
+    const parentMessage = messageMap[parentId];
+    if (parentMessage) {
+      parentMessage.children.push(extendedMessage);
+      extendedMessage.depth = parentMessage.depth + 1;
+    } else {
+      rootMessages.push(extendedMessage);
+    }
+  });
+
+  return rootMessages;
+}
+
 let mongod;
 beforeAll(async () => {
   mongod = await MongoMemoryServer.create();

api/models/index.js

@@ -24,15 +24,8 @@ const { getConvoTitle, getConvo, saveConvo, deleteConvos } = require('./Conversa
 const { getPreset, getPresets, savePreset, deletePresets } = require('./Preset');
 const { File } = require('~/db/models');
 
-const seedDatabase = async () => {
-  await methods.initializeRoles();
-  await methods.seedDefaultRoles();
-  await methods.ensureDefaultCategories();
-};
-
 module.exports = {
   ...methods,
-  seedDatabase,
   comparePassword,
   findFileById,
   createFile,

api/models/interface.js

@@ -1,24 +0,0 @@
-const { logger } = require('@librechat/data-schemas');
-const { updateInterfacePermissions: updateInterfacePerms } = require('@librechat/api');
-const { getRoleByName, updateAccessPermissions } = require('./Role');
-
-/**
- * Update interface permissions based on app configuration.
- * Must be done independently from loading the app config.
- * @param {AppConfig} appConfig
- */
-async function updateInterfacePermissions(appConfig) {
-  try {
-    await updateInterfacePerms({
-      appConfig,
-      getRoleByName,
-      updateAccessPermissions,
-    });
-  } catch (error) {
-    logger.error('Error updating interface permissions:', error);
-  }
-}
-
-module.exports = {
-  updateInterfacePermissions,
-};

api/models/spendTokens.js

@@ -1,11 +1,17 @@
-const { logger } = require('@librechat/data-schemas');
+const { logger } = require('~/config');
 const { createTransaction, createStructuredTransaction } = require('./Transaction');
 /**
  * Creates up to two transactions to record the spending of tokens.
  *
  * @function
  * @async
- * @param {txData} txData - Transaction data.
+ * @param {Object} txData - Transaction data.
+ * @param {mongoose.Schema.Types.ObjectId} txData.user - The user ID.
+ * @param {String} txData.conversationId - The ID of the conversation.
+ * @param {String} txData.model - The model name.
+ * @param {String} txData.context - The context in which the transaction is made.
+ * @param {EndpointTokenConfig} [txData.endpointTokenConfig] - The current endpoint token config.
+ * @param {String} [txData.valueKey] - The value key (optional).
  * @param {Object} tokenUsage - The number of tokens used.
  * @param {Number} tokenUsage.promptTokens - The number of prompt tokens used.
  * @param {Number} tokenUsage.completionTokens - The number of completion tokens used.
@@ -63,7 +69,13 @@ const spendTokens = async (txData, tokenUsage) => {
  *
  * @function
  * @async
- * @param {txData} txData - Transaction data.
+ * @param {Object} txData - Transaction data.
+ * @param {mongoose.Schema.Types.ObjectId} txData.user - The user ID.
+ * @param {String} txData.conversationId - The ID of the conversation.
+ * @param {String} txData.model - The model name.
+ * @param {String} txData.context - The context in which the transaction is made.
+ * @param {EndpointTokenConfig} [txData.endpointTokenConfig] - The current endpoint token config.
+ * @param {String} [txData.valueKey] - The value key (optional).
  * @param {Object} tokenUsage - The number of tokens used.
  * @param {Object} tokenUsage.promptTokens - The number of prompt tokens used.
  * @param {Number} tokenUsage.promptTokens.input - The number of input tokens.

api/models/spendTokens.spec.js

@@ -5,6 +5,7 @@ const { createTransaction, createAutoRefillTransaction } = require('./Transactio
 
 require('~/db/models');
 
+// Mock the logger to prevent console output during tests
 jest.mock('~/config', () => ({
   logger: {
     debug: jest.fn(),
@@ -12,6 +13,10 @@ jest.mock('~/config', () => ({
   },
 }));
 
+// Mock the Config service
+const { getBalanceConfig } = require('~/server/services/Config');
+jest.mock('~/server/services/Config');
+
 describe('spendTokens', () => {
   let mongoServer;
   let userId;
@@ -39,7 +44,8 @@ describe('spendTokens', () => {
     // Create a new user ID for each test
     userId = new mongoose.Types.ObjectId();
 
-    // Balance config is now passed directly in txData
+    // Mock the balance config to be enabled by default
+    getBalanceConfig.mockResolvedValue({ enabled: true });
   });
 
   it('should create transactions for both prompt and completion tokens', async () => {
@@ -54,7 +60,6 @@ describe('spendTokens', () => {
       conversationId: 'test-convo',
       model: 'gpt-3.5-turbo',
       context: 'test',
-      balance: { enabled: true },
     };
     const tokenUsage = {
       promptTokens: 100,
@@ -93,7 +98,6 @@ describe('spendTokens', () => {
       conversationId: 'test-convo',
       model: 'gpt-3.5-turbo',
       context: 'test',
-      balance: { enabled: true },
     };
     const tokenUsage = {
       promptTokens: 100,
@@ -123,7 +127,6 @@ describe('spendTokens', () => {
       conversationId: 'test-convo',
       model: 'gpt-3.5-turbo',
       context: 'test',
-      balance: { enabled: true },
     };
     const tokenUsage = {};
 
@@ -135,7 +138,8 @@ describe('spendTokens', () => {
   });
 
   it('should not update balance when the balance feature is disabled', async () => {
-    // Balance is now passed directly in txData
+    // Override configuration: disable balance updates
+    getBalanceConfig.mockResolvedValue({ enabled: false });
     // Create a balance for the user
     await Balance.create({
       user: userId,
@@ -147,7 +151,6 @@ describe('spendTokens', () => {
       conversationId: 'test-convo',
       model: 'gpt-3.5-turbo',
       context: 'test',
-      balance: { enabled: false },
     };
     const tokenUsage = {
       promptTokens: 100,
@@ -177,7 +180,6 @@ describe('spendTokens', () => {
       conversationId: 'test-convo',
       model: 'gpt-4', // Using a more expensive model
       context: 'test',
-      balance: { enabled: true },
     };
 
     // Spending more tokens than the user has balance for
@@ -231,7 +233,6 @@ describe('spendTokens', () => {
       conversationId: 'test-convo-1',
       model: 'gpt-4',
       context: 'test',
-      balance: { enabled: true },
     };
 
     const tokenUsage1 = {
@@ -251,7 +252,6 @@ describe('spendTokens', () => {
       conversationId: 'test-convo-2',
       model: 'gpt-4',
       context: 'test',
-      balance: { enabled: true },
     };
 
     const tokenUsage2 = {
@@ -292,7 +292,6 @@ describe('spendTokens', () => {
       tokenType: 'completion',
       rawAmount: -100,
       context: 'test',
-      balance: { enabled: true },
     });
 
     console.log('Direct Transaction.create result:', directResult);
@@ -317,7 +316,6 @@ describe('spendTokens', () => {
         conversationId: `test-convo-${model}`,
         model,
         context: 'test',
-        balance: { enabled: true },
       };
 
       const tokenUsage = {
@@ -354,7 +352,6 @@ describe('spendTokens', () => {
       conversationId: 'test-convo-1',
       model: 'claude-3-5-sonnet',
       context: 'test',
-      balance: { enabled: true },
     };
 
     const tokenUsage1 = {
@@ -378,7 +375,6 @@ describe('spendTokens', () => {
       conversationId: 'test-convo-2',
       model: 'claude-3-5-sonnet',
       context: 'test',
-      balance: { enabled: true },
     };
 
     const tokenUsage2 = {
@@ -430,7 +426,6 @@ describe('spendTokens', () => {
       conversationId: 'test-convo',
       model: 'claude-3-5-sonnet', // Using a model that supports structured tokens
       context: 'test',
-      balance: { enabled: true },
     };
 
     // Spending more tokens than the user has balance for
@@ -510,7 +505,6 @@ describe('spendTokens', () => {
         conversationId,
         user: userId,
         model: usage.model,
-        balance: { enabled: true },
       };
 
       // Calculate expected spend for this transaction
@@ -623,7 +617,6 @@ describe('spendTokens', () => {
           tokenType: 'credits',
           context: 'concurrent-refill-test',
           rawAmount: refillAmount,
-          balance: { enabled: true },
         }),
       );
     }
@@ -690,7 +683,6 @@ describe('spendTokens', () => {
       conversationId: 'test-convo',
       model: 'claude-3-5-sonnet',
       context: 'test',
-      balance: { enabled: true },
     };
     const tokenUsage = {
       promptTokens: {

api/models/tx.js

@@ -1,4 +1,4 @@
-const { matchModelName, findMatchingPattern } = require('@librechat/api');
+const { matchModelName } = require('../utils');
 const defaultRate = 6;
 
 /**
@@ -6,58 +6,44 @@ const defaultRate = 6;
  * source: https://aws.amazon.com/bedrock/pricing/
  * */
 const bedrockValues = {
-  // Basic llama2 patterns (base defaults to smallest variant)
-  llama2: { prompt: 0.75, completion: 1.0 },
-  'llama-2': { prompt: 0.75, completion: 1.0 },
+  // Basic llama2 patterns
   'llama2-13b': { prompt: 0.75, completion: 1.0 },
+  'llama2:13b': { prompt: 0.75, completion: 1.0 },
   'llama2:70b': { prompt: 1.95, completion: 2.56 },
   'llama2-70b': { prompt: 1.95, completion: 2.56 },
 
-  // Basic llama3 patterns (base defaults to smallest variant)
-  llama3: { prompt: 0.3, completion: 0.6 },
-  'llama-3': { prompt: 0.3, completion: 0.6 },
+  // Basic llama3 patterns
   'llama3-8b': { prompt: 0.3, completion: 0.6 },
   'llama3:8b': { prompt: 0.3, completion: 0.6 },
   'llama3-70b': { prompt: 2.65, completion: 3.5 },
   'llama3:70b': { prompt: 2.65, completion: 3.5 },
 
-  // llama3-x-Nb pattern (base defaults to smallest variant)
-  'llama3-1': { prompt: 0.22, completion: 0.22 },
+  // llama3-x-Nb pattern
   'llama3-1-8b': { prompt: 0.22, completion: 0.22 },
   'llama3-1-70b': { prompt: 0.72, completion: 0.72 },
   'llama3-1-405b': { prompt: 2.4, completion: 2.4 },
-  'llama3-2': { prompt: 0.1, completion: 0.1 },
   'llama3-2-1b': { prompt: 0.1, completion: 0.1 },
   'llama3-2-3b': { prompt: 0.15, completion: 0.15 },
   'llama3-2-11b': { prompt: 0.16, completion: 0.16 },
   'llama3-2-90b': { prompt: 0.72, completion: 0.72 },
-  'llama3-3': { prompt: 2.65, completion: 3.5 },
-  'llama3-3-70b': { prompt: 2.65, completion: 3.5 },
 
-  // llama3.x:Nb pattern (base defaults to smallest variant)
-  'llama3.1': { prompt: 0.22, completion: 0.22 },
+  // llama3.x:Nb pattern
   'llama3.1:8b': { prompt: 0.22, completion: 0.22 },
   'llama3.1:70b': { prompt: 0.72, completion: 0.72 },
   'llama3.1:405b': { prompt: 2.4, completion: 2.4 },
-  'llama3.2': { prompt: 0.1, completion: 0.1 },
   'llama3.2:1b': { prompt: 0.1, completion: 0.1 },
   'llama3.2:3b': { prompt: 0.15, completion: 0.15 },
   'llama3.2:11b': { prompt: 0.16, completion: 0.16 },
   'llama3.2:90b': { prompt: 0.72, completion: 0.72 },
-  'llama3.3': { prompt: 2.65, completion: 3.5 },
-  'llama3.3:70b': { prompt: 2.65, completion: 3.5 },
 
-  // llama-3.x-Nb pattern (base defaults to smallest variant)
-  'llama-3.1': { prompt: 0.22, completion: 0.22 },
+  // llama-3.x-Nb pattern
   'llama-3.1-8b': { prompt: 0.22, completion: 0.22 },
   'llama-3.1-70b': { prompt: 0.72, completion: 0.72 },
   'llama-3.1-405b': { prompt: 2.4, completion: 2.4 },
-  'llama-3.2': { prompt: 0.1, completion: 0.1 },
   'llama-3.2-1b': { prompt: 0.1, completion: 0.1 },
   'llama-3.2-3b': { prompt: 0.15, completion: 0.15 },
   'llama-3.2-11b': { prompt: 0.16, completion: 0.16 },
   'llama-3.2-90b': { prompt: 0.72, completion: 0.72 },
-  'llama-3.3': { prompt: 2.65, completion: 3.5 },
   'llama-3.3-70b': { prompt: 2.65, completion: 3.5 },
   'mistral-7b': { prompt: 0.15, completion: 0.2 },
   'mistral-small': { prompt: 0.15, completion: 0.2 },
@@ -66,19 +52,15 @@ const bedrockValues = {
   'mistral-large-2407': { prompt: 3.0, completion: 9.0 },
   'command-text': { prompt: 1.5, completion: 2.0 },
   'command-light': { prompt: 0.3, completion: 0.6 },
-  // AI21 models
-  'j2-mid': { prompt: 12.5, completion: 12.5 },
-  'j2-ultra': { prompt: 18.8, completion: 18.8 },
-  'jamba-instruct': { prompt: 0.5, completion: 0.7 },
-  // Amazon Titan models
-  'titan-text-lite': { prompt: 0.15, completion: 0.2 },
-  'titan-text-express': { prompt: 0.2, completion: 0.6 },
-  'titan-text-premier': { prompt: 0.5, completion: 1.5 },
-  // Amazon Nova models
-  'nova-micro': { prompt: 0.035, completion: 0.14 },
-  'nova-lite': { prompt: 0.06, completion: 0.24 },
-  'nova-pro': { prompt: 0.8, completion: 3.2 },
-  'nova-premier': { prompt: 2.5, completion: 12.5 },
+  'ai21.j2-mid-v1': { prompt: 12.5, completion: 12.5 },
+  'ai21.j2-ultra-v1': { prompt: 18.8, completion: 18.8 },
+  'ai21.jamba-instruct-v1:0': { prompt: 0.5, completion: 0.7 },
+  'amazon.titan-text-lite-v1': { prompt: 0.15, completion: 0.2 },
+  'amazon.titan-text-express-v1': { prompt: 0.2, completion: 0.6 },
+  'amazon.titan-text-premier-v1:0': { prompt: 0.5, completion: 1.5 },
+  'amazon.nova-micro-v1:0': { prompt: 0.035, completion: 0.14 },
+  'amazon.nova-lite-v1:0': { prompt: 0.06, completion: 0.24 },
+  'amazon.nova-pro-v1:0': { prompt: 0.8, completion: 3.2 },
   'deepseek.r1': { prompt: 1.35, completion: 5.4 },
 };
 
@@ -89,136 +71,82 @@ const bedrockValues = {
  */
 const tokenValues = Object.assign(
   {
-    // Legacy token size mappings (generic patterns - check LAST)
     '8k': { prompt: 30, completion: 60 },
     '32k': { prompt: 60, completion: 120 },
     '4k': { prompt: 1.5, completion: 2 },
     '16k': { prompt: 3, completion: 4 },
-    // Generic fallback patterns (check LAST)
-    'claude-': { prompt: 0.8, completion: 2.4 },
-    deepseek: { prompt: 0.28, completion: 0.42 },
-    command: { prompt: 0.38, completion: 0.38 },
-    gemma: { prompt: 0.02, completion: 0.04 }, // Base pattern (using gemma-3n-e4b pricing)
-    gemini: { prompt: 0.5, completion: 1.5 },
-    'gpt-oss': { prompt: 0.05, completion: 0.2 },
-    // Specific model variants (check FIRST - more specific patterns at end)
     'gpt-3.5-turbo-1106': { prompt: 1, completion: 2 },
-    'gpt-3.5-turbo-0125': { prompt: 0.5, completion: 1.5 },
-    'gpt-4-1106': { prompt: 10, completion: 30 },
-    'gpt-4.1': { prompt: 2, completion: 8 },
-    'gpt-4.1-nano': { prompt: 0.1, completion: 0.4 },
-    'gpt-4.1-mini': { prompt: 0.4, completion: 1.6 },
-    'gpt-4.5': { prompt: 75, completion: 150 },
-    'gpt-4o': { prompt: 2.5, completion: 10 },
-    'gpt-4o-2024-05-13': { prompt: 5, completion: 15 },
-    'gpt-4o-mini': { prompt: 0.15, completion: 0.6 },
-    'gpt-5': { prompt: 1.25, completion: 10 },
-    'gpt-5-nano': { prompt: 0.05, completion: 0.4 },
-    'gpt-5-mini': { prompt: 0.25, completion: 2 },
-    'gpt-5-pro': { prompt: 15, completion: 120 },
-    o1: { prompt: 15, completion: 60 },
+    'o4-mini': { prompt: 1.1, completion: 4.4 },
+    'o3-mini': { prompt: 1.1, completion: 4.4 },
+    o3: { prompt: 2, completion: 8 },
     'o1-mini': { prompt: 1.1, completion: 4.4 },
     'o1-preview': { prompt: 15, completion: 60 },
-    o3: { prompt: 2, completion: 8 },
-    'o3-mini': { prompt: 1.1, completion: 4.4 },
-    'o4-mini': { prompt: 1.1, completion: 4.4 },
-    'claude-instant': { prompt: 0.8, completion: 2.4 },
-    'claude-2': { prompt: 8, completion: 24 },
-    'claude-2.1': { prompt: 8, completion: 24 },
-    'claude-3-haiku': { prompt: 0.25, completion: 1.25 },
-    'claude-3-sonnet': { prompt: 3, completion: 15 },
+    o1: { prompt: 15, completion: 60 },
+    'gpt-4.1-nano': { prompt: 0.1, completion: 0.4 },
+    'gpt-4.1-mini': { prompt: 0.4, completion: 1.6 },
+    'gpt-4.1': { prompt: 2, completion: 8 },
+    'gpt-4.5': { prompt: 75, completion: 150 },
+    'gpt-4o-mini': { prompt: 0.15, completion: 0.6 },
+    'gpt-4o': { prompt: 2.5, completion: 10 },
+    'gpt-4o-2024-05-13': { prompt: 5, completion: 15 },
+    'gpt-4-1106': { prompt: 10, completion: 30 },
+    'gpt-3.5-turbo-0125': { prompt: 0.5, completion: 1.5 },
     'claude-3-opus': { prompt: 15, completion: 75 },
-    'claude-3-5-haiku': { prompt: 0.8, completion: 4 },
-    'claude-3.5-haiku': { prompt: 0.8, completion: 4 },
+    'claude-3-sonnet': { prompt: 3, completion: 15 },
     'claude-3-5-sonnet': { prompt: 3, completion: 15 },
     'claude-3.5-sonnet': { prompt: 3, completion: 15 },
     'claude-3-7-sonnet': { prompt: 3, completion: 15 },
     'claude-3.7-sonnet': { prompt: 3, completion: 15 },
-    'claude-haiku-4-5': { prompt: 1, completion: 5 },
-    'claude-opus-4': { prompt: 15, completion: 75 },
+    'claude-3-5-haiku': { prompt: 0.8, completion: 4 },
+    'claude-3.5-haiku': { prompt: 0.8, completion: 4 },
+    'claude-3-haiku': { prompt: 0.25, completion: 1.25 },
     'claude-sonnet-4': { prompt: 3, completion: 15 },
-    'command-r': { prompt: 0.5, completion: 1.5 },
+    'claude-opus-4': { prompt: 15, completion: 75 },
+    'claude-2.1': { prompt: 8, completion: 24 },
+    'claude-2': { prompt: 8, completion: 24 },
+    'claude-instant': { prompt: 0.8, completion: 2.4 },
+    'claude-': { prompt: 0.8, completion: 2.4 },
     'command-r-plus': { prompt: 3, completion: 15 },
-    'command-text': { prompt: 1.5, completion: 2.0 },
-    'deepseek-reasoner': { prompt: 0.28, completion: 0.42 },
-    'deepseek-r1': { prompt: 0.4, completion: 2.0 },
-    'deepseek-v3': { prompt: 0.2, completion: 0.8 },
-    'gemma-2': { prompt: 0.01, completion: 0.03 }, // Base pattern (using gemma-2-9b pricing)
-    'gemma-3': { prompt: 0.02, completion: 0.04 }, // Base pattern (using gemma-3n-e4b pricing)
-    'gemma-3-27b': { prompt: 0.09, completion: 0.16 },
-    'gemini-1.5': { prompt: 2.5, completion: 10 },
-    'gemini-1.5-flash': { prompt: 0.15, completion: 0.6 },
-    'gemini-1.5-flash-8b': { prompt: 0.075, completion: 0.3 },
-    'gemini-2.0': { prompt: 0.1, completion: 0.4 }, // Base pattern (using 2.0-flash pricing)
-    'gemini-2.0-flash': { prompt: 0.1, completion: 0.4 },
+    'command-r': { prompt: 0.5, completion: 1.5 },
+    'deepseek-reasoner': { prompt: 0.55, completion: 2.19 },
+    deepseek: { prompt: 0.14, completion: 0.28 },
+    /* cohere doesn't have rates for the older command models,
+  so this was from https://artificialanalysis.ai/models/command-light/providers */
+    command: { prompt: 0.38, completion: 0.38 },
+    gemma: { prompt: 0, completion: 0 }, // https://ai.google.dev/pricing
+    'gemma-2': { prompt: 0, completion: 0 }, // https://ai.google.dev/pricing
+    'gemma-3': { prompt: 0, completion: 0 }, // https://ai.google.dev/pricing
+    'gemma-3-27b': { prompt: 0, completion: 0 }, // https://ai.google.dev/pricing
     'gemini-2.0-flash-lite': { prompt: 0.075, completion: 0.3 },
-    'gemini-2.5': { prompt: 0.3, completion: 2.5 }, // Base pattern (using 2.5-flash pricing)
-    'gemini-2.5-flash': { prompt: 0.3, completion: 2.5 },
-    'gemini-2.5-flash-lite': { prompt: 0.1, completion: 0.4 },
+    'gemini-2.0-flash': { prompt: 0.1, completion: 0.4 },
+    'gemini-2.0': { prompt: 0, completion: 0 }, // https://ai.google.dev/pricing
     'gemini-2.5-pro': { prompt: 1.25, completion: 10 },
+    'gemini-2.5-flash': { prompt: 0.15, completion: 3.5 },
+    'gemini-2.5': { prompt: 0, completion: 0 }, // Free for a period of time
+    'gemini-1.5-flash-8b': { prompt: 0.075, completion: 0.3 },
+    'gemini-1.5-flash': { prompt: 0.15, completion: 0.6 },
+    'gemini-1.5': { prompt: 2.5, completion: 10 },
     'gemini-pro-vision': { prompt: 0.5, completion: 1.5 },
-    grok: { prompt: 2.0, completion: 10.0 }, // Base pattern defaults to grok-2
-    'grok-beta': { prompt: 5.0, completion: 15.0 },
-    'grok-vision-beta': { prompt: 5.0, completion: 15.0 },
-    'grok-2': { prompt: 2.0, completion: 10.0 },
-    'grok-2-1212': { prompt: 2.0, completion: 10.0 },
-    'grok-2-latest': { prompt: 2.0, completion: 10.0 },
-    'grok-2-vision': { prompt: 2.0, completion: 10.0 },
+    gemini: { prompt: 0.5, completion: 1.5 },
     'grok-2-vision-1212': { prompt: 2.0, completion: 10.0 },
     'grok-2-vision-latest': { prompt: 2.0, completion: 10.0 },
-    'grok-3': { prompt: 3.0, completion: 15.0 },
-    'grok-3-fast': { prompt: 5.0, completion: 25.0 },
-    'grok-3-mini': { prompt: 0.3, completion: 0.5 },
+    'grok-2-vision': { prompt: 2.0, completion: 10.0 },
+    'grok-vision-beta': { prompt: 5.0, completion: 15.0 },
+    'grok-2-1212': { prompt: 2.0, completion: 10.0 },
+    'grok-2-latest': { prompt: 2.0, completion: 10.0 },
+    'grok-2': { prompt: 2.0, completion: 10.0 },
     'grok-3-mini-fast': { prompt: 0.6, completion: 4 },
+    'grok-3-mini': { prompt: 0.3, completion: 0.5 },
+    'grok-3-fast': { prompt: 5.0, completion: 25.0 },
+    'grok-3': { prompt: 3.0, completion: 15.0 },
     'grok-4': { prompt: 3.0, completion: 15.0 },
-    codestral: { prompt: 0.3, completion: 0.9 },
-    'ministral-3b': { prompt: 0.04, completion: 0.04 },
-    'ministral-8b': { prompt: 0.1, completion: 0.1 },
-    'mistral-nemo': { prompt: 0.15, completion: 0.15 },
-    'mistral-saba': { prompt: 0.2, completion: 0.6 },
-    'pixtral-large': { prompt: 2.0, completion: 6.0 },
+    'grok-beta': { prompt: 5.0, completion: 15.0 },
     'mistral-large': { prompt: 2.0, completion: 6.0 },
-    'mixtral-8x22b': { prompt: 0.65, completion: 0.65 },
-    kimi: { prompt: 0.14, completion: 2.49 }, // Base pattern (using kimi-k2 pricing)
-    // GPT-OSS models (specific sizes)
-    'gpt-oss:20b': { prompt: 0.05, completion: 0.2 },
-    'gpt-oss-20b': { prompt: 0.05, completion: 0.2 },
-    'gpt-oss:120b': { prompt: 0.15, completion: 0.6 },
-    'gpt-oss-120b': { prompt: 0.15, completion: 0.6 },
-    // GLM models (Zhipu AI) - general to specific
-    glm4: { prompt: 0.1, completion: 0.1 },
-    'glm-4': { prompt: 0.1, completion: 0.1 },
-    'glm-4-32b': { prompt: 0.1, completion: 0.1 },
-    'glm-4.5': { prompt: 0.35, completion: 1.55 },
-    'glm-4.5-air': { prompt: 0.14, completion: 0.86 },
-    'glm-4.5v': { prompt: 0.6, completion: 1.8 },
-    'glm-4.6': { prompt: 0.5, completion: 1.75 },
-    // Qwen models
-    qwen: { prompt: 0.08, completion: 0.33 }, // Qwen base pattern (using qwen2.5-72b pricing)
-    'qwen2.5': { prompt: 0.08, completion: 0.33 }, // Qwen 2.5 base pattern
-    'qwen-turbo': { prompt: 0.05, completion: 0.2 },
-    'qwen-plus': { prompt: 0.4, completion: 1.2 },
-    'qwen-max': { prompt: 1.6, completion: 6.4 },
-    'qwq-32b': { prompt: 0.15, completion: 0.4 },
-    // Qwen3 models
-    qwen3: { prompt: 0.035, completion: 0.138 }, // Qwen3 base pattern (using qwen3-4b pricing)
-    'qwen3-8b': { prompt: 0.035, completion: 0.138 },
-    'qwen3-14b': { prompt: 0.05, completion: 0.22 },
-    'qwen3-30b-a3b': { prompt: 0.06, completion: 0.22 },
-    'qwen3-32b': { prompt: 0.05, completion: 0.2 },
-    'qwen3-235b-a22b': { prompt: 0.08, completion: 0.55 },
-    // Qwen3 VL (Vision-Language) models
-    'qwen3-vl-8b-thinking': { prompt: 0.18, completion: 2.1 },
-    'qwen3-vl-8b-instruct': { prompt: 0.18, completion: 0.69 },
-    'qwen3-vl-30b-a3b': { prompt: 0.29, completion: 1.0 },
-    'qwen3-vl-235b-a22b': { prompt: 0.3, completion: 1.2 },
-    // Qwen3 specialized models
-    'qwen3-max': { prompt: 1.2, completion: 6 },
-    'qwen3-coder': { prompt: 0.22, completion: 0.95 },
-    'qwen3-coder-30b-a3b': { prompt: 0.06, completion: 0.25 },
-    'qwen3-coder-plus': { prompt: 1, completion: 5 },
-    'qwen3-coder-flash': { prompt: 0.3, completion: 1.5 },
-    'qwen3-next-80b-a3b': { prompt: 0.1, completion: 0.8 },
+    'pixtral-large': { prompt: 2.0, completion: 6.0 },
+    'mistral-saba': { prompt: 0.2, completion: 0.6 },
+    codestral: { prompt: 0.3, completion: 0.9 },
+    'ministral-8b': { prompt: 0.1, completion: 0.1 },
+    'ministral-3b': { prompt: 0.04, completion: 0.04 },
   },
   bedrockValues,
 );
@@ -249,39 +177,61 @@ const cacheTokenValues = {
  * @returns {string|undefined} The key corresponding to the model name, or undefined if no match is found.
  */
 const getValueKey = (model, endpoint) => {
-  if (!model || typeof model !== 'string') {
-    return undefined;
-  }
-
-  // Use findMatchingPattern directly against tokenValues for efficient lookup
-  if (!endpoint || (typeof endpoint === 'string' && !tokenValues[endpoint])) {
-    const matchedKey = findMatchingPattern(model, tokenValues);
-    if (matchedKey) {
-      return matchedKey;
-    }
-  }
-
-  // Fallback: use matchModelName for edge cases and legacy handling
   const modelName = matchModelName(model, endpoint);
   if (!modelName) {
     return undefined;
   }
 
-  // Legacy token size mappings and aliases for older models
   if (modelName.includes('gpt-3.5-turbo-16k')) {
     return '16k';
+  } else if (modelName.includes('gpt-3.5-turbo-0125')) {
+    return 'gpt-3.5-turbo-0125';
+  } else if (modelName.includes('gpt-3.5-turbo-1106')) {
+    return 'gpt-3.5-turbo-1106';
   } else if (modelName.includes('gpt-3.5')) {
     return '4k';
+  } else if (modelName.includes('o4-mini')) {
+    return 'o4-mini';
+  } else if (modelName.includes('o4')) {
+    return 'o4';
+  } else if (modelName.includes('o3-mini')) {
+    return 'o3-mini';
+  } else if (modelName.includes('o3')) {
+    return 'o3';
+  } else if (modelName.includes('o1-preview')) {
+    return 'o1-preview';
+  } else if (modelName.includes('o1-mini')) {
+    return 'o1-mini';
+  } else if (modelName.includes('o1')) {
+    return 'o1';
+  } else if (modelName.includes('gpt-4.5')) {
+    return 'gpt-4.5';
+  } else if (modelName.includes('gpt-4.1-nano')) {
+    return 'gpt-4.1-nano';
+  } else if (modelName.includes('gpt-4.1-mini')) {
+    return 'gpt-4.1-mini';
+  } else if (modelName.includes('gpt-4.1')) {
+    return 'gpt-4.1';
+  } else if (modelName.includes('gpt-4o-2024-05-13')) {
+    return 'gpt-4o-2024-05-13';
+  } else if (modelName.includes('gpt-4o-mini')) {
+    return 'gpt-4o-mini';
+  } else if (modelName.includes('gpt-4o')) {
+    return 'gpt-4o';
   } else if (modelName.includes('gpt-4-vision')) {
-    return 'gpt-4-1106'; // Alias for gpt-4-vision
+    return 'gpt-4-1106';
+  } else if (modelName.includes('gpt-4-1106')) {
+    return 'gpt-4-1106';
   } else if (modelName.includes('gpt-4-0125')) {
-    return 'gpt-4-1106'; // Alias for gpt-4-0125
+    return 'gpt-4-1106';
   } else if (modelName.includes('gpt-4-turbo')) {
-    return 'gpt-4-1106'; // Alias for gpt-4-turbo
+    return 'gpt-4-1106';
   } else if (modelName.includes('gpt-4-32k')) {
     return '32k';
   } else if (modelName.includes('gpt-4')) {
     return '8k';
+  } else if (tokenValues[modelName]) {
+    return modelName;
   }
 
   return undefined;

api/models/tx.spec.js

@@ -1,4 +1,3 @@
-const { maxTokensMap } = require('@librechat/api');
 const { EModelEndpoint } = require('librechat-data-provider');
 const {
   defaultRate,
@@ -26,14 +25,8 @@ describe('getValueKey', () => {
     expect(getValueKey('gpt-4-some-other-info')).toBe('8k');
   });
 
-  it('should return "gpt-5" for model name containing "gpt-5"', () => {
-    expect(getValueKey('gpt-5-some-other-info')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-2025-01-30')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-2025-01-30-0130')).toBe('gpt-5');
-    expect(getValueKey('openai/gpt-5')).toBe('gpt-5');
-    expect(getValueKey('openai/gpt-5-2025-01-30')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-turbo')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-0130')).toBe('gpt-5');
+  it('should return undefined for model names that do not match any known patterns', () => {
+    expect(getValueKey('gpt-5-some-other-info')).toBeUndefined();
   });
 
   it('should return "gpt-3.5-turbo-1106" for model name containing "gpt-3.5-turbo-1106"', () => {
@@ -91,37 +84,6 @@ describe('getValueKey', () => {
     expect(getValueKey('gpt-4.1-nano-0125')).toBe('gpt-4.1-nano');
   });
 
-  it('should return "gpt-5" for model type of "gpt-5"', () => {
-    expect(getValueKey('gpt-5-2025-01-30')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-2025-01-30-0130')).toBe('gpt-5');
-    expect(getValueKey('openai/gpt-5')).toBe('gpt-5');
-    expect(getValueKey('openai/gpt-5-2025-01-30')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-turbo')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-0130')).toBe('gpt-5');
-  });
-
-  it('should return "gpt-5-mini" for model type of "gpt-5-mini"', () => {
-    expect(getValueKey('gpt-5-mini-2025-01-30')).toBe('gpt-5-mini');
-    expect(getValueKey('openai/gpt-5-mini')).toBe('gpt-5-mini');
-    expect(getValueKey('gpt-5-mini-0130')).toBe('gpt-5-mini');
-    expect(getValueKey('gpt-5-mini-2025-01-30-0130')).toBe('gpt-5-mini');
-  });
-
-  it('should return "gpt-5-nano" for model type of "gpt-5-nano"', () => {
-    expect(getValueKey('gpt-5-nano-2025-01-30')).toBe('gpt-5-nano');
-    expect(getValueKey('openai/gpt-5-nano')).toBe('gpt-5-nano');
-    expect(getValueKey('gpt-5-nano-0130')).toBe('gpt-5-nano');
-    expect(getValueKey('gpt-5-nano-2025-01-30-0130')).toBe('gpt-5-nano');
-  });
-
-  it('should return "gpt-5-pro" for model type of "gpt-5-pro"', () => {
-    expect(getValueKey('gpt-5-pro-2025-01-30')).toBe('gpt-5-pro');
-    expect(getValueKey('openai/gpt-5-pro')).toBe('gpt-5-pro');
-    expect(getValueKey('gpt-5-pro-0130')).toBe('gpt-5-pro');
-    expect(getValueKey('gpt-5-pro-2025-01-30-0130')).toBe('gpt-5-pro');
-    expect(getValueKey('gpt-5-pro-preview')).toBe('gpt-5-pro');
-  });
-
   it('should return "gpt-4o" for model type of "gpt-4o"', () => {
     expect(getValueKey('gpt-4o-2024-08-06')).toBe('gpt-4o');
     expect(getValueKey('gpt-4o-2024-08-06-0718')).toBe('gpt-4o');
@@ -193,16 +155,6 @@ describe('getValueKey', () => {
     expect(getValueKey('claude-3.5-haiku-turbo')).toBe('claude-3.5-haiku');
     expect(getValueKey('claude-3.5-haiku-0125')).toBe('claude-3.5-haiku');
   });
-
-  it('should return expected value keys for "gpt-oss" models', () => {
-    expect(getValueKey('openai/gpt-oss-120b')).toBe('gpt-oss-120b');
-    expect(getValueKey('openai/gpt-oss:120b')).toBe('gpt-oss:120b');
-    expect(getValueKey('openai/gpt-oss-570b')).toBe('gpt-oss');
-    expect(getValueKey('gpt-oss-570b')).toBe('gpt-oss');
-    expect(getValueKey('groq/gpt-oss-1080b')).toBe('gpt-oss');
-    expect(getValueKey('gpt-oss-20b')).toBe('gpt-oss-20b');
-    expect(getValueKey('oai/gpt-oss:20b')).toBe('gpt-oss:20b');
-  });
 });
 
 describe('getMultiplier', () => {
@@ -255,62 +207,6 @@ describe('getMultiplier', () => {
     );
   });
 
-  it('should return the correct multiplier for gpt-5', () => {
-    const valueKey = getValueKey('gpt-5-2025-01-30');
-    expect(getMultiplier({ valueKey, tokenType: 'prompt' })).toBe(tokenValues['gpt-5'].prompt);
-    expect(getMultiplier({ valueKey, tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5'].completion,
-    );
-    expect(getMultiplier({ model: 'gpt-5-preview', tokenType: 'prompt' })).toBe(
-      tokenValues['gpt-5'].prompt,
-    );
-    expect(getMultiplier({ model: 'openai/gpt-5', tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5'].completion,
-    );
-  });
-
-  it('should return the correct multiplier for gpt-5-mini', () => {
-    const valueKey = getValueKey('gpt-5-mini-2025-01-30');
-    expect(getMultiplier({ valueKey, tokenType: 'prompt' })).toBe(tokenValues['gpt-5-mini'].prompt);
-    expect(getMultiplier({ valueKey, tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5-mini'].completion,
-    );
-    expect(getMultiplier({ model: 'gpt-5-mini-preview', tokenType: 'prompt' })).toBe(
-      tokenValues['gpt-5-mini'].prompt,
-    );
-    expect(getMultiplier({ model: 'openai/gpt-5-mini', tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5-mini'].completion,
-    );
-  });
-
-  it('should return the correct multiplier for gpt-5-nano', () => {
-    const valueKey = getValueKey('gpt-5-nano-2025-01-30');
-    expect(getMultiplier({ valueKey, tokenType: 'prompt' })).toBe(tokenValues['gpt-5-nano'].prompt);
-    expect(getMultiplier({ valueKey, tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5-nano'].completion,
-    );
-    expect(getMultiplier({ model: 'gpt-5-nano-preview', tokenType: 'prompt' })).toBe(
-      tokenValues['gpt-5-nano'].prompt,
-    );
-    expect(getMultiplier({ model: 'openai/gpt-5-nano', tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5-nano'].completion,
-    );
-  });
-
-  it('should return the correct multiplier for gpt-5-pro', () => {
-    const valueKey = getValueKey('gpt-5-pro-2025-01-30');
-    expect(getMultiplier({ valueKey, tokenType: 'prompt' })).toBe(tokenValues['gpt-5-pro'].prompt);
-    expect(getMultiplier({ valueKey, tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5-pro'].completion,
-    );
-    expect(getMultiplier({ model: 'gpt-5-pro-preview', tokenType: 'prompt' })).toBe(
-      tokenValues['gpt-5-pro'].prompt,
-    );
-    expect(getMultiplier({ model: 'openai/gpt-5-pro', tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5-pro'].completion,
-    );
-  });
-
   it('should return the correct multiplier for gpt-4o', () => {
     const valueKey = getValueKey('gpt-4o-2024-08-06');
     expect(getMultiplier({ valueKey, tokenType: 'prompt' })).toBe(tokenValues['gpt-4o'].prompt);
@@ -411,34 +307,10 @@ describe('getMultiplier', () => {
   });
 
   it('should return defaultRate if derived valueKey does not match any known patterns', () => {
-    expect(getMultiplier({ tokenType: 'prompt', model: 'gpt-10-some-other-info' })).toBe(
+    expect(getMultiplier({ tokenType: 'prompt', model: 'gpt-5-some-other-info' })).toBe(
       defaultRate,
     );
   });
-
-  it('should return correct multipliers for GPT-OSS models', () => {
-    const models = ['gpt-oss-20b', 'gpt-oss-120b'];
-    models.forEach((key) => {
-      const expectedPrompt = tokenValues[key].prompt;
-      const expectedCompletion = tokenValues[key].completion;
-      expect(getMultiplier({ valueKey: key, tokenType: 'prompt' })).toBe(expectedPrompt);
-      expect(getMultiplier({ valueKey: key, tokenType: 'completion' })).toBe(expectedCompletion);
-      expect(getMultiplier({ model: key, tokenType: 'prompt' })).toBe(expectedPrompt);
-      expect(getMultiplier({ model: key, tokenType: 'completion' })).toBe(expectedCompletion);
-    });
-  });
-
-  it('should return correct multipliers for GLM models', () => {
-    const models = ['glm-4.6', 'glm-4.5v', 'glm-4.5-air', 'glm-4.5', 'glm-4-32b', 'glm-4', 'glm4'];
-    models.forEach((key) => {
-      const expectedPrompt = tokenValues[key].prompt;
-      const expectedCompletion = tokenValues[key].completion;
-      expect(getMultiplier({ valueKey: key, tokenType: 'prompt' })).toBe(expectedPrompt);
-      expect(getMultiplier({ valueKey: key, tokenType: 'completion' })).toBe(expectedCompletion);
-      expect(getMultiplier({ model: key, tokenType: 'prompt' })).toBe(expectedPrompt);
-      expect(getMultiplier({ model: key, tokenType: 'completion' })).toBe(expectedCompletion);
-    });
-  });
 });
 
 describe('AWS Bedrock Model Tests', () => {
@@ -494,249 +366,6 @@ describe('AWS Bedrock Model Tests', () => {
   });
 });
 
-describe('Amazon Model Tests', () => {
-  describe('Amazon Nova Models', () => {
-    it('should return correct pricing for nova-premier', () => {
-      expect(getMultiplier({ model: 'nova-premier', tokenType: 'prompt' })).toBe(
-        tokenValues['nova-premier'].prompt,
-      );
-      expect(getMultiplier({ model: 'nova-premier', tokenType: 'completion' })).toBe(
-        tokenValues['nova-premier'].completion,
-      );
-      expect(getMultiplier({ model: 'amazon.nova-premier-v1:0', tokenType: 'prompt' })).toBe(
-        tokenValues['nova-premier'].prompt,
-      );
-      expect(getMultiplier({ model: 'amazon.nova-premier-v1:0', tokenType: 'completion' })).toBe(
-        tokenValues['nova-premier'].completion,
-      );
-    });
-
-    it('should return correct pricing for nova-pro', () => {
-      expect(getMultiplier({ model: 'nova-pro', tokenType: 'prompt' })).toBe(
-        tokenValues['nova-pro'].prompt,
-      );
-      expect(getMultiplier({ model: 'nova-pro', tokenType: 'completion' })).toBe(
-        tokenValues['nova-pro'].completion,
-      );
-      expect(getMultiplier({ model: 'amazon.nova-pro-v1:0', tokenType: 'prompt' })).toBe(
-        tokenValues['nova-pro'].prompt,
-      );
-      expect(getMultiplier({ model: 'amazon.nova-pro-v1:0', tokenType: 'completion' })).toBe(
-        tokenValues['nova-pro'].completion,
-      );
-    });
-
-    it('should return correct pricing for nova-lite', () => {
-      expect(getMultiplier({ model: 'nova-lite', tokenType: 'prompt' })).toBe(
-        tokenValues['nova-lite'].prompt,
-      );
-      expect(getMultiplier({ model: 'nova-lite', tokenType: 'completion' })).toBe(
-        tokenValues['nova-lite'].completion,
-      );
-      expect(getMultiplier({ model: 'amazon.nova-lite-v1:0', tokenType: 'prompt' })).toBe(
-        tokenValues['nova-lite'].prompt,
-      );
-      expect(getMultiplier({ model: 'amazon.nova-lite-v1:0', tokenType: 'completion' })).toBe(
-        tokenValues['nova-lite'].completion,
-      );
-    });
-
-    it('should return correct pricing for nova-micro', () => {
-      expect(getMultiplier({ model: 'nova-micro', tokenType: 'prompt' })).toBe(
-        tokenValues['nova-micro'].prompt,
-      );
-      expect(getMultiplier({ model: 'nova-micro', tokenType: 'completion' })).toBe(
-        tokenValues['nova-micro'].completion,
-      );
-      expect(getMultiplier({ model: 'amazon.nova-micro-v1:0', tokenType: 'prompt' })).toBe(
-        tokenValues['nova-micro'].prompt,
-      );
-      expect(getMultiplier({ model: 'amazon.nova-micro-v1:0', tokenType: 'completion' })).toBe(
-        tokenValues['nova-micro'].completion,
-      );
-    });
-
-    it('should match both short and full model names to the same pricing', () => {
-      const models = ['nova-micro', 'nova-lite', 'nova-pro', 'nova-premier'];
-      const fullModels = [
-        'amazon.nova-micro-v1:0',
-        'amazon.nova-lite-v1:0',
-        'amazon.nova-pro-v1:0',
-        'amazon.nova-premier-v1:0',
-      ];
-
-      models.forEach((shortModel, i) => {
-        const fullModel = fullModels[i];
-        const shortPrompt = getMultiplier({ model: shortModel, tokenType: 'prompt' });
-        const fullPrompt = getMultiplier({ model: fullModel, tokenType: 'prompt' });
-        const shortCompletion = getMultiplier({ model: shortModel, tokenType: 'completion' });
-        const fullCompletion = getMultiplier({ model: fullModel, tokenType: 'completion' });
-
-        expect(shortPrompt).toBe(fullPrompt);
-        expect(shortCompletion).toBe(fullCompletion);
-        expect(shortPrompt).toBe(tokenValues[shortModel].prompt);
-        expect(shortCompletion).toBe(tokenValues[shortModel].completion);
-      });
-    });
-  });
-
-  describe('Amazon Titan Models', () => {
-    it('should return correct pricing for titan-text-premier', () => {
-      expect(getMultiplier({ model: 'titan-text-premier', tokenType: 'prompt' })).toBe(
-        tokenValues['titan-text-premier'].prompt,
-      );
-      expect(getMultiplier({ model: 'titan-text-premier', tokenType: 'completion' })).toBe(
-        tokenValues['titan-text-premier'].completion,
-      );
-      expect(getMultiplier({ model: 'amazon.titan-text-premier-v1:0', tokenType: 'prompt' })).toBe(
-        tokenValues['titan-text-premier'].prompt,
-      );
-      expect(
-        getMultiplier({ model: 'amazon.titan-text-premier-v1:0', tokenType: 'completion' }),
-      ).toBe(tokenValues['titan-text-premier'].completion);
-    });
-
-    it('should return correct pricing for titan-text-express', () => {
-      expect(getMultiplier({ model: 'titan-text-express', tokenType: 'prompt' })).toBe(
-        tokenValues['titan-text-express'].prompt,
-      );
-      expect(getMultiplier({ model: 'titan-text-express', tokenType: 'completion' })).toBe(
-        tokenValues['titan-text-express'].completion,
-      );
-      expect(getMultiplier({ model: 'amazon.titan-text-express-v1', tokenType: 'prompt' })).toBe(
-        tokenValues['titan-text-express'].prompt,
-      );
-      expect(
-        getMultiplier({ model: 'amazon.titan-text-express-v1', tokenType: 'completion' }),
-      ).toBe(tokenValues['titan-text-express'].completion);
-    });
-
-    it('should return correct pricing for titan-text-lite', () => {
-      expect(getMultiplier({ model: 'titan-text-lite', tokenType: 'prompt' })).toBe(
-        tokenValues['titan-text-lite'].prompt,
-      );
-      expect(getMultiplier({ model: 'titan-text-lite', tokenType: 'completion' })).toBe(
-        tokenValues['titan-text-lite'].completion,
-      );
-      expect(getMultiplier({ model: 'amazon.titan-text-lite-v1', tokenType: 'prompt' })).toBe(
-        tokenValues['titan-text-lite'].prompt,
-      );
-      expect(getMultiplier({ model: 'amazon.titan-text-lite-v1', tokenType: 'completion' })).toBe(
-        tokenValues['titan-text-lite'].completion,
-      );
-    });
-
-    it('should match both short and full model names to the same pricing', () => {
-      const models = ['titan-text-lite', 'titan-text-express', 'titan-text-premier'];
-      const fullModels = [
-        'amazon.titan-text-lite-v1',
-        'amazon.titan-text-express-v1',
-        'amazon.titan-text-premier-v1:0',
-      ];
-
-      models.forEach((shortModel, i) => {
-        const fullModel = fullModels[i];
-        const shortPrompt = getMultiplier({ model: shortModel, tokenType: 'prompt' });
-        const fullPrompt = getMultiplier({ model: fullModel, tokenType: 'prompt' });
-        const shortCompletion = getMultiplier({ model: shortModel, tokenType: 'completion' });
-        const fullCompletion = getMultiplier({ model: fullModel, tokenType: 'completion' });
-
-        expect(shortPrompt).toBe(fullPrompt);
-        expect(shortCompletion).toBe(fullCompletion);
-        expect(shortPrompt).toBe(tokenValues[shortModel].prompt);
-        expect(shortCompletion).toBe(tokenValues[shortModel].completion);
-      });
-    });
-  });
-});
-
-describe('AI21 Model Tests', () => {
-  describe('AI21 J2 Models', () => {
-    it('should return correct pricing for j2-mid', () => {
-      expect(getMultiplier({ model: 'j2-mid', tokenType: 'prompt' })).toBe(
-        tokenValues['j2-mid'].prompt,
-      );
-      expect(getMultiplier({ model: 'j2-mid', tokenType: 'completion' })).toBe(
-        tokenValues['j2-mid'].completion,
-      );
-      expect(getMultiplier({ model: 'ai21.j2-mid-v1', tokenType: 'prompt' })).toBe(
-        tokenValues['j2-mid'].prompt,
-      );
-      expect(getMultiplier({ model: 'ai21.j2-mid-v1', tokenType: 'completion' })).toBe(
-        tokenValues['j2-mid'].completion,
-      );
-    });
-
-    it('should return correct pricing for j2-ultra', () => {
-      expect(getMultiplier({ model: 'j2-ultra', tokenType: 'prompt' })).toBe(
-        tokenValues['j2-ultra'].prompt,
-      );
-      expect(getMultiplier({ model: 'j2-ultra', tokenType: 'completion' })).toBe(
-        tokenValues['j2-ultra'].completion,
-      );
-      expect(getMultiplier({ model: 'ai21.j2-ultra-v1', tokenType: 'prompt' })).toBe(
-        tokenValues['j2-ultra'].prompt,
-      );
-      expect(getMultiplier({ model: 'ai21.j2-ultra-v1', tokenType: 'completion' })).toBe(
-        tokenValues['j2-ultra'].completion,
-      );
-    });
-
-    it('should match both short and full model names to the same pricing', () => {
-      const models = ['j2-mid', 'j2-ultra'];
-      const fullModels = ['ai21.j2-mid-v1', 'ai21.j2-ultra-v1'];
-
-      models.forEach((shortModel, i) => {
-        const fullModel = fullModels[i];
-        const shortPrompt = getMultiplier({ model: shortModel, tokenType: 'prompt' });
-        const fullPrompt = getMultiplier({ model: fullModel, tokenType: 'prompt' });
-        const shortCompletion = getMultiplier({ model: shortModel, tokenType: 'completion' });
-        const fullCompletion = getMultiplier({ model: fullModel, tokenType: 'completion' });
-
-        expect(shortPrompt).toBe(fullPrompt);
-        expect(shortCompletion).toBe(fullCompletion);
-        expect(shortPrompt).toBe(tokenValues[shortModel].prompt);
-        expect(shortCompletion).toBe(tokenValues[shortModel].completion);
-      });
-    });
-  });
-
-  describe('AI21 Jamba Models', () => {
-    it('should return correct pricing for jamba-instruct', () => {
-      expect(getMultiplier({ model: 'jamba-instruct', tokenType: 'prompt' })).toBe(
-        tokenValues['jamba-instruct'].prompt,
-      );
-      expect(getMultiplier({ model: 'jamba-instruct', tokenType: 'completion' })).toBe(
-        tokenValues['jamba-instruct'].completion,
-      );
-      expect(getMultiplier({ model: 'ai21.jamba-instruct-v1:0', tokenType: 'prompt' })).toBe(
-        tokenValues['jamba-instruct'].prompt,
-      );
-      expect(getMultiplier({ model: 'ai21.jamba-instruct-v1:0', tokenType: 'completion' })).toBe(
-        tokenValues['jamba-instruct'].completion,
-      );
-    });
-
-    it('should match both short and full model names to the same pricing', () => {
-      const shortPrompt = getMultiplier({ model: 'jamba-instruct', tokenType: 'prompt' });
-      const fullPrompt = getMultiplier({
-        model: 'ai21.jamba-instruct-v1:0',
-        tokenType: 'prompt',
-      });
-      const shortCompletion = getMultiplier({ model: 'jamba-instruct', tokenType: 'completion' });
-      const fullCompletion = getMultiplier({
-        model: 'ai21.jamba-instruct-v1:0',
-        tokenType: 'completion',
-      });
-
-      expect(shortPrompt).toBe(fullPrompt);
-      expect(shortCompletion).toBe(fullCompletion);
-      expect(shortPrompt).toBe(tokenValues['jamba-instruct'].prompt);
-      expect(shortCompletion).toBe(tokenValues['jamba-instruct'].completion);
-    });
-  });
-});
-
 describe('Deepseek Model Tests', () => {
   const deepseekModels = ['deepseek-chat', 'deepseek-coder', 'deepseek-reasoner', 'deepseek.r1'];
 
@@ -768,187 +397,6 @@ describe('Deepseek Model Tests', () => {
   });
 });
 
-describe('Qwen3 Model Tests', () => {
-  describe('Qwen3 Base Models', () => {
-    it('should return correct pricing for qwen3 base pattern', () => {
-      expect(getMultiplier({ model: 'qwen3', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3'].completion,
-      );
-    });
-
-    it('should return correct pricing for qwen3-4b (falls back to qwen3)', () => {
-      expect(getMultiplier({ model: 'qwen3-4b', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3-4b', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3'].completion,
-      );
-    });
-
-    it('should return correct pricing for qwen3-8b', () => {
-      expect(getMultiplier({ model: 'qwen3-8b', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3-8b'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3-8b', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3-8b'].completion,
-      );
-    });
-
-    it('should return correct pricing for qwen3-14b', () => {
-      expect(getMultiplier({ model: 'qwen3-14b', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3-14b'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3-14b', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3-14b'].completion,
-      );
-    });
-
-    it('should return correct pricing for qwen3-235b-a22b', () => {
-      expect(getMultiplier({ model: 'qwen3-235b-a22b', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3-235b-a22b'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3-235b-a22b', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3-235b-a22b'].completion,
-      );
-    });
-
-    it('should handle model name variations with provider prefixes', () => {
-      const models = [
-        { input: 'qwen3', expected: 'qwen3' },
-        { input: 'qwen3-4b', expected: 'qwen3' },
-        { input: 'qwen3-8b', expected: 'qwen3-8b' },
-        { input: 'qwen3-32b', expected: 'qwen3-32b' },
-      ];
-      models.forEach(({ input, expected }) => {
-        const withPrefix = `alibaba/${input}`;
-        expect(getMultiplier({ model: withPrefix, tokenType: 'prompt' })).toBe(
-          tokenValues[expected].prompt,
-        );
-        expect(getMultiplier({ model: withPrefix, tokenType: 'completion' })).toBe(
-          tokenValues[expected].completion,
-        );
-      });
-    });
-  });
-
-  describe('Qwen3 VL (Vision-Language) Models', () => {
-    it('should return correct pricing for qwen3-vl-8b-thinking', () => {
-      expect(getMultiplier({ model: 'qwen3-vl-8b-thinking', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3-vl-8b-thinking'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3-vl-8b-thinking', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3-vl-8b-thinking'].completion,
-      );
-    });
-
-    it('should return correct pricing for qwen3-vl-8b-instruct', () => {
-      expect(getMultiplier({ model: 'qwen3-vl-8b-instruct', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3-vl-8b-instruct'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3-vl-8b-instruct', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3-vl-8b-instruct'].completion,
-      );
-    });
-
-    it('should return correct pricing for qwen3-vl-30b-a3b', () => {
-      expect(getMultiplier({ model: 'qwen3-vl-30b-a3b', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3-vl-30b-a3b'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3-vl-30b-a3b', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3-vl-30b-a3b'].completion,
-      );
-    });
-
-    it('should return correct pricing for qwen3-vl-235b-a22b', () => {
-      expect(getMultiplier({ model: 'qwen3-vl-235b-a22b', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3-vl-235b-a22b'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3-vl-235b-a22b', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3-vl-235b-a22b'].completion,
-      );
-    });
-  });
-
-  describe('Qwen3 Specialized Models', () => {
-    it('should return correct pricing for qwen3-max', () => {
-      expect(getMultiplier({ model: 'qwen3-max', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3-max'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3-max', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3-max'].completion,
-      );
-    });
-
-    it('should return correct pricing for qwen3-coder', () => {
-      expect(getMultiplier({ model: 'qwen3-coder', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3-coder'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3-coder', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3-coder'].completion,
-      );
-    });
-
-    it('should return correct pricing for qwen3-coder-plus', () => {
-      expect(getMultiplier({ model: 'qwen3-coder-plus', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3-coder-plus'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3-coder-plus', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3-coder-plus'].completion,
-      );
-    });
-
-    it('should return correct pricing for qwen3-coder-flash', () => {
-      expect(getMultiplier({ model: 'qwen3-coder-flash', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3-coder-flash'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3-coder-flash', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3-coder-flash'].completion,
-      );
-    });
-
-    it('should return correct pricing for qwen3-next-80b-a3b', () => {
-      expect(getMultiplier({ model: 'qwen3-next-80b-a3b', tokenType: 'prompt' })).toBe(
-        tokenValues['qwen3-next-80b-a3b'].prompt,
-      );
-      expect(getMultiplier({ model: 'qwen3-next-80b-a3b', tokenType: 'completion' })).toBe(
-        tokenValues['qwen3-next-80b-a3b'].completion,
-      );
-    });
-  });
-
-  describe('Qwen3 Model Variations', () => {
-    it('should handle all qwen3 models with provider prefixes', () => {
-      const models = ['qwen3', 'qwen3-8b', 'qwen3-max', 'qwen3-coder', 'qwen3-vl-8b-instruct'];
-      const prefixes = ['alibaba', 'qwen', 'openrouter'];
-
-      models.forEach((model) => {
-        prefixes.forEach((prefix) => {
-          const fullModel = `${prefix}/${model}`;
-          expect(getMultiplier({ model: fullModel, tokenType: 'prompt' })).toBe(
-            tokenValues[model].prompt,
-          );
-          expect(getMultiplier({ model: fullModel, tokenType: 'completion' })).toBe(
-            tokenValues[model].completion,
-          );
-        });
-      });
-    });
-
-    it('should handle qwen3-4b falling back to qwen3 base pattern', () => {
-      const testCases = ['qwen3-4b', 'alibaba/qwen3-4b', 'qwen/qwen3-4b-preview'];
-      testCases.forEach((model) => {
-        expect(getMultiplier({ model, tokenType: 'prompt' })).toBe(tokenValues['qwen3'].prompt);
-        expect(getMultiplier({ model, tokenType: 'completion' })).toBe(
-          tokenValues['qwen3'].completion,
-        );
-      });
-    });
-  });
-});
-
 describe('getCacheMultiplier', () => {
   it('should return the correct cache multiplier for a given valueKey and cacheType', () => {
     expect(getCacheMultiplier({ valueKey: 'claude-3-5-sonnet', cacheType: 'write' })).toBe(
@@ -1040,9 +488,6 @@ describe('getCacheMultiplier', () => {
 
 describe('Google Model Tests', () => {
   const googleModels = [
-    'gemini-2.5-pro',
-    'gemini-2.5-flash',
-    'gemini-2.5-flash-lite',
     'gemini-2.5-pro-preview-05-06',
     'gemini-2.5-flash-preview-04-17',
     'gemini-2.5-exp',
@@ -1083,9 +528,6 @@ describe('Google Model Tests', () => {
 
   it('should map to the correct model keys', () => {
     const expected = {
-      'gemini-2.5-pro': 'gemini-2.5-pro',
-      'gemini-2.5-flash': 'gemini-2.5-flash',
-      'gemini-2.5-flash-lite': 'gemini-2.5-flash-lite',
       'gemini-2.5-pro-preview-05-06': 'gemini-2.5-pro',
       'gemini-2.5-flash-preview-04-17': 'gemini-2.5-flash',
       'gemini-2.5-exp': 'gemini-2.5',
@@ -1241,110 +683,6 @@ describe('Grok Model Tests - Pricing', () => {
   });
 });
 
-describe('GLM Model Tests', () => {
-  it('should return expected value keys for GLM models', () => {
-    expect(getValueKey('glm-4.6')).toBe('glm-4.6');
-    expect(getValueKey('glm-4.5')).toBe('glm-4.5');
-    expect(getValueKey('glm-4.5v')).toBe('glm-4.5v');
-    expect(getValueKey('glm-4.5-air')).toBe('glm-4.5-air');
-    expect(getValueKey('glm-4-32b')).toBe('glm-4-32b');
-    expect(getValueKey('glm-4')).toBe('glm-4');
-    expect(getValueKey('glm4')).toBe('glm4');
-  });
-
-  it('should match GLM model variations with provider prefixes', () => {
-    expect(getValueKey('z-ai/glm-4.6')).toBe('glm-4.6');
-    expect(getValueKey('z-ai/glm-4.5')).toBe('glm-4.5');
-    expect(getValueKey('z-ai/glm-4.5-air')).toBe('glm-4.5-air');
-    expect(getValueKey('z-ai/glm-4.5v')).toBe('glm-4.5v');
-    expect(getValueKey('z-ai/glm-4-32b')).toBe('glm-4-32b');
-
-    expect(getValueKey('zai/glm-4.6')).toBe('glm-4.6');
-    expect(getValueKey('zai/glm-4.5')).toBe('glm-4.5');
-    expect(getValueKey('zai/glm-4.5-air')).toBe('glm-4.5-air');
-    expect(getValueKey('zai/glm-4.5v')).toBe('glm-4.5v');
-
-    expect(getValueKey('zai-org/GLM-4.6')).toBe('glm-4.6');
-    expect(getValueKey('zai-org/GLM-4.5')).toBe('glm-4.5');
-    expect(getValueKey('zai-org/GLM-4.5-Air')).toBe('glm-4.5-air');
-    expect(getValueKey('zai-org/GLM-4.5V')).toBe('glm-4.5v');
-    expect(getValueKey('zai-org/GLM-4-32B-0414')).toBe('glm-4-32b');
-  });
-
-  it('should match GLM model variations with suffixes', () => {
-    expect(getValueKey('glm-4.6-fp8')).toBe('glm-4.6');
-    expect(getValueKey('zai-org/GLM-4.6-FP8')).toBe('glm-4.6');
-    expect(getValueKey('zai-org/GLM-4.5-Air-FP8')).toBe('glm-4.5-air');
-  });
-
-  it('should prioritize more specific GLM model patterns', () => {
-    expect(getValueKey('glm-4.5-air-something')).toBe('glm-4.5-air');
-    expect(getValueKey('glm-4.5-something')).toBe('glm-4.5');
-    expect(getValueKey('glm-4.5v-something')).toBe('glm-4.5v');
-  });
-
-  it('should return correct multipliers for all GLM models', () => {
-    expect(getMultiplier({ model: 'glm-4.6', tokenType: 'prompt' })).toBe(
-      tokenValues['glm-4.6'].prompt,
-    );
-    expect(getMultiplier({ model: 'glm-4.6', tokenType: 'completion' })).toBe(
-      tokenValues['glm-4.6'].completion,
-    );
-
-    expect(getMultiplier({ model: 'glm-4.5v', tokenType: 'prompt' })).toBe(
-      tokenValues['glm-4.5v'].prompt,
-    );
-    expect(getMultiplier({ model: 'glm-4.5v', tokenType: 'completion' })).toBe(
-      tokenValues['glm-4.5v'].completion,
-    );
-
-    expect(getMultiplier({ model: 'glm-4.5-air', tokenType: 'prompt' })).toBe(
-      tokenValues['glm-4.5-air'].prompt,
-    );
-    expect(getMultiplier({ model: 'glm-4.5-air', tokenType: 'completion' })).toBe(
-      tokenValues['glm-4.5-air'].completion,
-    );
-
-    expect(getMultiplier({ model: 'glm-4.5', tokenType: 'prompt' })).toBe(
-      tokenValues['glm-4.5'].prompt,
-    );
-    expect(getMultiplier({ model: 'glm-4.5', tokenType: 'completion' })).toBe(
-      tokenValues['glm-4.5'].completion,
-    );
-
-    expect(getMultiplier({ model: 'glm-4-32b', tokenType: 'prompt' })).toBe(
-      tokenValues['glm-4-32b'].prompt,
-    );
-    expect(getMultiplier({ model: 'glm-4-32b', tokenType: 'completion' })).toBe(
-      tokenValues['glm-4-32b'].completion,
-    );
-
-    expect(getMultiplier({ model: 'glm-4', tokenType: 'prompt' })).toBe(
-      tokenValues['glm-4'].prompt,
-    );
-    expect(getMultiplier({ model: 'glm-4', tokenType: 'completion' })).toBe(
-      tokenValues['glm-4'].completion,
-    );
-
-    expect(getMultiplier({ model: 'glm4', tokenType: 'prompt' })).toBe(tokenValues['glm4'].prompt);
-    expect(getMultiplier({ model: 'glm4', tokenType: 'completion' })).toBe(
-      tokenValues['glm4'].completion,
-    );
-  });
-
-  it('should return correct multipliers for GLM models with provider prefixes', () => {
-    expect(getMultiplier({ model: 'z-ai/glm-4.6', tokenType: 'prompt' })).toBe(
-      tokenValues['glm-4.6'].prompt,
-    );
-    expect(getMultiplier({ model: 'zai/glm-4.5-air', tokenType: 'completion' })).toBe(
-      tokenValues['glm-4.5-air'].completion,
-    );
-    expect(getMultiplier({ model: 'zai-org/GLM-4.5V', tokenType: 'prompt' })).toBe(
-      tokenValues['glm-4.5v'].prompt,
-    );
-  });
-});
-
 describe('Claude Model Tests', () => {
   it('should return correct prompt and completion rates for Claude 4 models', () => {
     expect(getMultiplier({ model: 'claude-sonnet-4', tokenType: 'prompt' })).toBe(
@@ -1361,37 +699,6 @@ describe('Claude Model Tests', () => {
     );
   });
 
-  it('should return correct prompt and completion rates for Claude Haiku 4.5', () => {
-    expect(getMultiplier({ model: 'claude-haiku-4-5', tokenType: 'prompt' })).toBe(
-      tokenValues['claude-haiku-4-5'].prompt,
-    );
-    expect(getMultiplier({ model: 'claude-haiku-4-5', tokenType: 'completion' })).toBe(
-      tokenValues['claude-haiku-4-5'].completion,
-    );
-  });
-
-  it('should handle Claude Haiku 4.5 model name variations', () => {
-    const modelVariations = [
-      'claude-haiku-4-5',
-      'claude-haiku-4-5-20250420',
-      'claude-haiku-4-5-latest',
-      'anthropic/claude-haiku-4-5',
-      'claude-haiku-4-5/anthropic',
-      'claude-haiku-4-5-preview',
-    ];
-
-    modelVariations.forEach((model) => {
-      const valueKey = getValueKey(model);
-      expect(valueKey).toBe('claude-haiku-4-5');
-      expect(getMultiplier({ model, tokenType: 'prompt' })).toBe(
-        tokenValues['claude-haiku-4-5'].prompt,
-      );
-      expect(getMultiplier({ model, tokenType: 'completion' })).toBe(
-        tokenValues['claude-haiku-4-5'].completion,
-      );
-    });
-  });
-
   it('should handle Claude 4 model name variations with different prefixes and suffixes', () => {
     const modelVariations = [
       'claude-sonnet-4',
@@ -1469,119 +776,3 @@ describe('Claude Model Tests', () => {
     });
   });
 });
-
-describe('tokens.ts and tx.js sync validation', () => {
-  it('should resolve all models in maxTokensMap to pricing via getValueKey', () => {
-    const tokensKeys = Object.keys(maxTokensMap[EModelEndpoint.openAI]);
-    const txKeys = Object.keys(tokenValues);
-
-    const unresolved = [];
-
-    tokensKeys.forEach((key) => {
-      // Skip legacy token size mappings (e.g., '4k', '8k', '16k', '32k')
-      if (/^\d+k$/.test(key)) return;
-
-      // Skip generic pattern keys (end with '-' or ':')
-      if (key.endsWith('-') || key.endsWith(':')) return;
-
-      // Try to resolve via getValueKey
-      const resolvedKey = getValueKey(key);
-
-      // If it resolves and the resolved key has pricing, success
-      if (resolvedKey && txKeys.includes(resolvedKey)) return;
-
-      // If it resolves to a legacy key (4k, 8k, etc), also OK
-      if (resolvedKey && /^\d+k$/.test(resolvedKey)) return;
-
-      // If we get here, this model can't get pricing - flag it
-      unresolved.push({
-        key,
-        resolvedKey: resolvedKey || 'undefined',
-        context: maxTokensMap[EModelEndpoint.openAI][key],
-      });
-    });
-
-    if (unresolved.length > 0) {
-      console.log('\nModels that cannot resolve to pricing via getValueKey:');
-      unresolved.forEach(({ key, resolvedKey, context }) => {
-        console.log(`  - '${key}' → '${resolvedKey}' (context: ${context})`);
-      });
-    }
-
-    expect(unresolved).toEqual([]);
-  });
-
-  it('should not have redundant dated variants with same pricing and context as base model', () => {
-    const txKeys = Object.keys(tokenValues);
-    const redundant = [];
-
-    txKeys.forEach((key) => {
-      // Check if this is a dated variant (ends with -YYYY-MM-DD)
-      if (key.match(/.*-\d{4}-\d{2}-\d{2}$/)) {
-        const baseKey = key.replace(/-\d{4}-\d{2}-\d{2}$/, '');
-
-        if (txKeys.includes(baseKey)) {
-          const variantPricing = tokenValues[key];
-          const basePricing = tokenValues[baseKey];
-          const variantContext = maxTokensMap[EModelEndpoint.openAI][key];
-          const baseContext = maxTokensMap[EModelEndpoint.openAI][baseKey];
-
-          const samePricing =
-            variantPricing.prompt === basePricing.prompt &&
-            variantPricing.completion === basePricing.completion;
-          const sameContext = variantContext === baseContext;
-
-          if (samePricing && sameContext) {
-            redundant.push({
-              key,
-              baseKey,
-              pricing: `${variantPricing.prompt}/${variantPricing.completion}`,
-              context: variantContext,
-            });
-          }
-        }
-      }
-    });
-
-    if (redundant.length > 0) {
-      console.log('\nRedundant dated variants found (same pricing and context as base):');
-      redundant.forEach(({ key, baseKey, pricing, context }) => {
-        console.log(`  - '${key}' → '${baseKey}' (pricing: ${pricing}, context: ${context})`);
-        console.log(`    Can be removed - pattern matching will handle it`);
-      });
-    }
-
-    expect(redundant).toEqual([]);
-  });
-
-  it('should have context windows in tokens.ts for all models with pricing in tx.js (openAI catch-all)', () => {
-    const txKeys = Object.keys(tokenValues);
-    const missingContext = [];
-
-    txKeys.forEach((key) => {
-      // Skip legacy token size mappings (4k, 8k, 16k, 32k)
-      if (/^\d+k$/.test(key)) return;
-
-      // Check if this model has a context window defined
-      const context = maxTokensMap[EModelEndpoint.openAI][key];
-
-      if (!context) {
-        const pricing = tokenValues[key];
-        missingContext.push({
-          key,
-          pricing: `${pricing.prompt}/${pricing.completion}`,
-        });
-      }
-    });
-
-    if (missingContext.length > 0) {
-      console.log('\nModels with pricing but missing context in tokens.ts:');
-      missingContext.forEach(({ key, pricing }) => {
-        console.log(`  - '${key}' (pricing: ${pricing})`);
-        console.log(`    Add to tokens.ts openAIModels/bedrockModels/etc.`);
-      });
-    }
-
-    expect(missingContext).toEqual([]);
-  });
-});

api/models/userMethods.js

@@ -3,7 +3,7 @@ const bcrypt = require('bcryptjs');
 /**
  * Compares the provided password with the user's password.
  *
- * @param {IUser} user - The user to compare the password for.
+ * @param {MongoUser} user - The user to compare the password for.
  * @param {string} candidatePassword - The password to test against the user's password.
  * @returns {Promise<boolean>} A promise that resolves to a boolean indicating if the password matches.
  */

api/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@librechat/backend",
-  "version": "v0.8.1-rc1",
+  "version": "v0.8.0-rc1",
   "description": "",
   "scripts": {
     "start": "echo 'please run this from the root directory'",
@@ -47,15 +47,16 @@
     "@langchain/core": "^0.3.62",
     "@langchain/google-genai": "^0.2.13",
     "@langchain/google-vertexai": "^0.2.13",
+    "@langchain/openai": "^0.5.18",
     "@langchain/textsplitters": "^0.1.0",
-    "@librechat/agents": "^2.4.90",
+    "@librechat/agents": "^2.4.69",
     "@librechat/api": "*",
     "@librechat/data-schemas": "*",
-    "@microsoft/microsoft-graph-client": "^3.0.7",
     "@modelcontextprotocol/sdk": "^1.17.1",
     "@node-saml/passport-saml": "^5.1.0",
+    "@microsoft/microsoft-graph-client": "^3.0.7",
     "@waylaidwanderer/fetch-event-source": "^3.0.1",
-    "axios": "^1.12.1",
+    "axios": "^1.8.2",
     "bcryptjs": "^2.4.3",
     "compression": "^1.8.1",
     "connect-redis": "^8.1.0",
@@ -93,9 +94,10 @@
     "multer": "^2.0.2",
     "nanoid": "^3.3.7",
     "node-fetch": "^2.7.0",
-    "nodemailer": "^7.0.9",
+    "nodemailer": "^6.9.15",
     "ollama": "^0.5.0",
     "openai": "^5.10.1",
+    "openai-chat-tokens": "^0.2.8",
     "openid-client": "^6.5.0",
     "passport": "^0.6.0",
     "passport-apple": "^2.0.2",

api/server/cleanup.js

@@ -1,6 +1,6 @@
-const { logger } = require('@librechat/data-schemas');
+const { logger } = require('~/config');
 
-/** WeakMap to hold temporary data associated with requests */
+// WeakMap to hold temporary data associated with requests
 const requestDataMap = new WeakMap();
 
 const FinalizationRegistry = global.FinalizationRegistry || null;
@@ -23,7 +23,7 @@ const clientRegistry = FinalizationRegistry
         } else {
           logger.debug('[FinalizationRegistry] Cleaning up client');
         }
-      } catch {
+      } catch (e) {
         // Ignore errors
       }
     })
@@ -55,9 +55,6 @@ function disposeClient(client) {
     if (client.responseMessageId) {
       client.responseMessageId = null;
     }
-    if (client.parentMessageId) {
-      client.parentMessageId = null;
-    }
     if (client.message_file_map) {
       client.message_file_map = null;
     }
@@ -337,7 +334,7 @@ function disposeClient(client) {
       }
     }
     client.options = null;
-  } catch {
+  } catch (e) {
     // Ignore errors during disposal
   }
 }

api/server/controllers/AuthController.js

@@ -1,8 +1,8 @@
 const cookies = require('cookie');
 const jwt = require('jsonwebtoken');
 const openIdClient = require('openid-client');
+const { isEnabled } = require('@librechat/api');
 const { logger } = require('@librechat/data-schemas');
-const { isEnabled, findOpenIDUser } = require('@librechat/api');
 const {
   requestPasswordReset,
   setOpenIDAuthTokens,
@@ -11,9 +11,8 @@ const {
   registerUser,
 } = require('~/server/services/AuthService');
 const { findUser, getUserById, deleteAllUserSessions, findSession } = require('~/models');
-const { getGraphApiToken } = require('~/server/services/GraphTokenService');
-const { getOAuthReconnectionManager } = require('~/config');
 const { getOpenIdConfig } = require('~/strategies');
+const { getGraphApiToken } = require('~/server/services/GraphTokenService');
 
 const registrationController = async (req, res) => {
   try {
@@ -72,17 +71,11 @@ const refreshController = async (req, res) => {
       const openIdConfig = getOpenIdConfig();
       const tokenset = await openIdClient.refreshTokenGrant(openIdConfig, refreshToken);
       const claims = tokenset.claims();
-      const { user, error } = await findOpenIDUser({
-        findUser,
-        email: claims.email,
-        openidId: claims.sub,
-        idOnTheSource: claims.oid,
-        strategyName: 'refreshController',
-      });
-      if (error || !user) {
+      const user = await findUser({ email: claims.email });
+      if (!user) {
         return res.status(401).redirect('/login');
       }
-      const token = setOpenIDAuthTokens(tokenset, res, user._id.toString());
+      const token = setOpenIDAuthTokens(tokenset, res);
       return res.status(200).send({ token, user });
     } catch (error) {
       logger.error('[refreshController] OpenID token refresh error', error);
@@ -91,7 +84,7 @@ const refreshController = async (req, res) => {
   }
   try {
     const payload = jwt.verify(refreshToken, process.env.JWT_REFRESH_SECRET);
-    const user = await getUserById(payload.id, '-password -__v -totpSecret -backupCodes');
+    const user = await getUserById(payload.id, '-password -__v -totpSecret');
     if (!user) {
       return res.status(401).redirect('/login');
     }
@@ -103,29 +96,14 @@ const refreshController = async (req, res) => {
       return res.status(200).send({ token, user });
     }
 
-    /** Session with the hashed refresh token */
-    const session = await findSession(
-      {
-        userId: userId,
-        refreshToken: refreshToken,
-      },
-      { lean: false },
-    );
+    // Find the session with the hashed refresh token
+    const session = await findSession({
+      userId: userId,
+      refreshToken: refreshToken,
+    });
 
     if (session && session.expiration > new Date()) {
-      const token = await setAuthTokens(userId, res, session);
-
-      // trigger OAuth MCP server reconnection asynchronously (best effort)
-      try {
-        void getOAuthReconnectionManager()
-          .reconnectServers(userId)
-          .catch((err) => {
-            logger.error('[refreshController] Error reconnecting OAuth MCP servers:', err);
-          });
-      } catch (err) {
-        logger.warn(`[refreshController] Cannot attempt OAuth MCP servers reconnection:`, err);
-      }
-
+      const token = await setAuthTokens(userId, res, session._id);
       res.status(200).send({ token, user });
     } else if (req?.query?.retry) {
       // Retrying from a refresh token request that failed (401)
@@ -136,7 +114,7 @@ const refreshController = async (req, res) => {
       res.status(401).send('Refresh token expired or not found for this user');
     }
   } catch (err) {
-    logger.error(`[refreshController] Invalid refresh token:`, err);
+    logger.error(`[refreshController] Refresh token: ${refreshToken}`, err);
     res.status(403).send('Invalid refresh token');
   }
 };

api/server/controllers/ErrorController.js

@@ -0,0 +1,46 @@
+const { logger } = require('~/config');
+
+//handle duplicates
+const handleDuplicateKeyError = (err, res) => {
+  logger.error('Duplicate key error:', err.keyValue);
+  const field = `${JSON.stringify(Object.keys(err.keyValue))}`;
+  const code = 409;
+  res
+    .status(code)
+    .send({ messages: `An document with that ${field} already exists.`, fields: field });
+};
+
+//handle validation errors
+const handleValidationError = (err, res) => {
+  logger.error('Validation error:', err.errors);
+  let errors = Object.values(err.errors).map((el) => el.message);
+  let fields = `${JSON.stringify(Object.values(err.errors).map((el) => el.path))}`;
+  let code = 400;
+  if (errors.length > 1) {
+    errors = errors.join(' ');
+    res.status(code).send({ messages: `${JSON.stringify(errors)}`, fields: fields });
+  } else {
+    res.status(code).send({ messages: `${JSON.stringify(errors)}`, fields: fields });
+  }
+};
+
+module.exports = (err, _req, res, _next) => {
+  try {
+    if (err.name === 'ValidationError') {
+      return handleValidationError(err, res);
+    }
+    if (err.code && err.code == 11000) {
+      return handleDuplicateKeyError(err, res);
+    }
+    // Special handling for errors like SyntaxError
+    if (err.statusCode && err.body) {
+      return res.status(err.statusCode).send(err.body);
+    }
+
+    logger.error('ErrorController => error', err);
+    return res.status(500).send('An unknown error occurred.');
+  } catch (err) {
+    logger.error('ErrorController => processing error', err);
+    return res.status(500).send('Processing error in ErrorController.');
+  }
+};

api/server/controllers/ErrorController.spec.js

@@ -1,45 +1,36 @@
-import { logger } from '@librechat/data-schemas';
-import { ErrorController } from './error';
-import type { Request, Response } from 'express';
-import type { ValidationError, MongoServerError, CustomError } from '~/types';
+const errorController = require('./ErrorController');
+const { logger } = require('~/config');
 
 // Mock the logger
-jest.mock('@librechat/data-schemas', () => ({
-  ...jest.requireActual('@librechat/data-schemas'),
+jest.mock('~/config', () => ({
   logger: {
     error: jest.fn(),
-    warn: jest.fn(),
   },
 }));
 
 describe('ErrorController', () => {
-  let mockReq: Request;
-  let mockRes: Response;
-  let mockNext: jest.Mock;
+  let mockReq, mockRes, mockNext;
 
   beforeEach(() => {
-    mockReq = {
-      originalUrl: '',
-    } as Request;
+    mockReq = {};
     mockRes = {
       status: jest.fn().mockReturnThis(),
       send: jest.fn(),
-    } as unknown as Response;
-    (logger.error as jest.Mock).mockClear();
+    };
     mockNext = jest.fn();
+    logger.error.mockClear();
   });
 
   describe('ValidationError handling', () => {
     it('should handle ValidationError with single error', () => {
       const validationError = {
         name: 'ValidationError',
-        message: 'Validation error',
         errors: {
           email: { message: 'Email is required', path: 'email' },
         },
-      } as ValidationError;
+      };
 
-      ErrorController(validationError, mockReq, mockRes, mockNext);
+      errorController(validationError, mockReq, mockRes, mockNext);
 
       expect(mockRes.status).toHaveBeenCalledWith(400);
       expect(mockRes.send).toHaveBeenCalledWith({
@@ -52,14 +43,13 @@ describe('ErrorController', () => {
     it('should handle ValidationError with multiple errors', () => {
       const validationError = {
         name: 'ValidationError',
-        message: 'Validation error',
         errors: {
           email: { message: 'Email is required', path: 'email' },
           password: { message: 'Password is required', path: 'password' },
         },
-      } as ValidationError;
+      };
 
-      ErrorController(validationError, mockReq, mockRes, mockNext);
+      errorController(validationError, mockReq, mockRes, mockNext);
 
       expect(mockRes.status).toHaveBeenCalledWith(400);
       expect(mockRes.send).toHaveBeenCalledWith({
@@ -73,9 +63,9 @@ describe('ErrorController', () => {
       const validationError = {
         name: 'ValidationError',
         errors: {},
-      } as ValidationError;
+      };
 
-      ErrorController(validationError, mockReq, mockRes, mockNext);
+      errorController(validationError, mockReq, mockRes, mockNext);
 
       expect(mockRes.status).toHaveBeenCalledWith(400);
       expect(mockRes.send).toHaveBeenCalledWith({
@@ -88,59 +78,43 @@ describe('ErrorController', () => {
   describe('Duplicate key error handling', () => {
     it('should handle duplicate key error (code 11000)', () => {
       const duplicateKeyError = {
-        name: 'MongoServerError',
-        message: 'Duplicate key error',
         code: 11000,
         keyValue: { email: 'test@example.com' },
-        errmsg:
-          'E11000 duplicate key error collection: test.users index: email_1 dup key: { email: "test@example.com" }',
-      } as MongoServerError;
+      };
 
-      ErrorController(duplicateKeyError, mockReq, mockRes, mockNext);
+      errorController(duplicateKeyError, mockReq, mockRes, mockNext);
 
       expect(mockRes.status).toHaveBeenCalledWith(409);
       expect(mockRes.send).toHaveBeenCalledWith({
         messages: 'An document with that ["email"] already exists.',
         fields: '["email"]',
       });
-      expect(logger.warn).toHaveBeenCalledWith(
-        'Duplicate key error: E11000 duplicate key error collection: test.users index: email_1 dup key: { email: "test@example.com" }',
-      );
+      expect(logger.error).toHaveBeenCalledWith('Duplicate key error:', duplicateKeyError.keyValue);
     });
 
     it('should handle duplicate key error with multiple fields', () => {
       const duplicateKeyError = {
-        name: 'MongoServerError',
-        message: 'Duplicate key error',
         code: 11000,
         keyValue: { email: 'test@example.com', username: 'testuser' },
-        errmsg:
-          'E11000 duplicate key error collection: test.users index: email_1 dup key: { email: "test@example.com" }',
-      } as MongoServerError;
+      };
 
-      ErrorController(duplicateKeyError, mockReq, mockRes, mockNext);
+      errorController(duplicateKeyError, mockReq, mockRes, mockNext);
 
       expect(mockRes.status).toHaveBeenCalledWith(409);
       expect(mockRes.send).toHaveBeenCalledWith({
         messages: 'An document with that ["email","username"] already exists.',
         fields: '["email","username"]',
       });
-      expect(logger.warn).toHaveBeenCalledWith(
-        'Duplicate key error: E11000 duplicate key error collection: test.users index: email_1 dup key: { email: "test@example.com" }',
-      );
+      expect(logger.error).toHaveBeenCalledWith('Duplicate key error:', duplicateKeyError.keyValue);
     });
 
     it('should handle error with code 11000 as string', () => {
       const duplicateKeyError = {
-        name: 'MongoServerError',
-        message: 'Duplicate key error',
-        code: 11000,
+        code: '11000',
         keyValue: { email: 'test@example.com' },
-        errmsg:
-          'E11000 duplicate key error collection: test.users index: email_1 dup key: { email: "test@example.com" }',
-      } as MongoServerError;
+      };
 
-      ErrorController(duplicateKeyError, mockReq, mockRes, mockNext);
+      errorController(duplicateKeyError, mockReq, mockRes, mockNext);
 
       expect(mockRes.status).toHaveBeenCalledWith(409);
       expect(mockRes.send).toHaveBeenCalledWith({
@@ -155,9 +129,9 @@ describe('ErrorController', () => {
       const syntaxError = {
         statusCode: 400,
         body: 'Invalid JSON syntax',
-      } as CustomError;
+      };
 
-      ErrorController(syntaxError, mockReq, mockRes, mockNext);
+      errorController(syntaxError, mockReq, mockRes, mockNext);
 
       expect(mockRes.status).toHaveBeenCalledWith(400);
       expect(mockRes.send).toHaveBeenCalledWith('Invalid JSON syntax');
@@ -167,9 +141,9 @@ describe('ErrorController', () => {
       const customError = {
         statusCode: 422,
         body: { error: 'Unprocessable entity' },
-      } as CustomError;
+      };
 
-      ErrorController(customError, mockReq, mockRes, mockNext);
+      errorController(customError, mockReq, mockRes, mockNext);
 
       expect(mockRes.status).toHaveBeenCalledWith(422);
       expect(mockRes.send).toHaveBeenCalledWith({ error: 'Unprocessable entity' });
@@ -178,9 +152,9 @@ describe('ErrorController', () => {
     it('should handle error with statusCode but no body', () => {
       const partialError = {
         statusCode: 400,
-      } as CustomError;
+      };
 
-      ErrorController(partialError, mockReq, mockRes, mockNext);
+      errorController(partialError, mockReq, mockRes, mockNext);
 
       expect(mockRes.status).toHaveBeenCalledWith(500);
       expect(mockRes.send).toHaveBeenCalledWith('An unknown error occurred.');
@@ -189,9 +163,9 @@ describe('ErrorController', () => {
     it('should handle error with body but no statusCode', () => {
       const partialError = {
         body: 'Some error message',
-      } as CustomError;
+      };
 
-      ErrorController(partialError, mockReq, mockRes, mockNext);
+      errorController(partialError, mockReq, mockRes, mockNext);
 
       expect(mockRes.status).toHaveBeenCalledWith(500);
       expect(mockRes.send).toHaveBeenCalledWith('An unknown error occurred.');
@@ -202,7 +176,7 @@ describe('ErrorController', () => {
     it('should handle unknown errors', () => {
       const unknownError = new Error('Some unknown error');
 
-      ErrorController(unknownError, mockReq, mockRes, mockNext);
+      errorController(unknownError, mockReq, mockRes, mockNext);
 
       expect(mockRes.status).toHaveBeenCalledWith(500);
       expect(mockRes.send).toHaveBeenCalledWith('An unknown error occurred.');
@@ -213,31 +187,32 @@ describe('ErrorController', () => {
       const mongoError = {
         code: 11100,
         message: 'Some MongoDB error',
-      } as MongoServerError;
+      };
 
-      ErrorController(mongoError, mockReq, mockRes, mockNext);
+      errorController(mongoError, mockReq, mockRes, mockNext);
 
       expect(mockRes.status).toHaveBeenCalledWith(500);
       expect(mockRes.send).toHaveBeenCalledWith('An unknown error occurred.');
       expect(logger.error).toHaveBeenCalledWith('ErrorController => error', mongoError);
     });
 
-    it('should handle generic errors', () => {
-      const genericError = new Error('Test error');
-
-      ErrorController(genericError, mockReq, mockRes, mockNext);
+    it('should handle null/undefined errors', () => {
+      errorController(null, mockReq, mockRes, mockNext);
 
       expect(mockRes.status).toHaveBeenCalledWith(500);
-      expect(mockRes.send).toHaveBeenCalledWith('An unknown error occurred.');
-      expect(logger.error).toHaveBeenCalledWith('ErrorController => error', genericError);
+      expect(mockRes.send).toHaveBeenCalledWith('Processing error in ErrorController.');
+      expect(logger.error).toHaveBeenCalledWith(
+        'ErrorController => processing error',
+        expect.any(Error),
+      );
     });
   });
 
   describe('Catch block handling', () => {
     beforeEach(() => {
       // Restore logger mock to normal behavior for these tests
-      (logger.error as jest.Mock).mockRestore();
-      (logger.error as jest.Mock) = jest.fn();
+      logger.error.mockRestore();
+      logger.error = jest.fn();
     });
 
     it('should handle errors when logger.error throws', () => {
@@ -245,10 +220,10 @@ describe('ErrorController', () => {
       const freshMockRes = {
         status: jest.fn().mockReturnThis(),
         send: jest.fn(),
-      } as unknown as Response;
+      };
 
       // Mock logger to throw on the first call, succeed on the second
-      (logger.error as jest.Mock)
+      logger.error
         .mockImplementationOnce(() => {
           throw new Error('Logger error');
         })
@@ -256,7 +231,7 @@ describe('ErrorController', () => {
 
       const testError = new Error('Test error');
 
-      ErrorController(testError, mockReq, freshMockRes, mockNext);
+      errorController(testError, mockReq, freshMockRes, mockNext);
 
       expect(freshMockRes.status).toHaveBeenCalledWith(500);
       expect(freshMockRes.send).toHaveBeenCalledWith('Processing error in ErrorController.');

api/server/controllers/ModelController.js

@@ -1,11 +1,10 @@
-const { logger } = require('@librechat/data-schemas');
 const { CacheKeys } = require('librechat-data-provider');
 const { loadDefaultModels, loadConfigModels } = require('~/server/services/Config');
 const { getLogStores } = require('~/cache');
+const { logger } = require('~/config');
 
 /**
  * @param {ServerRequest} req
- * @returns {Promise<TModelsConfig>} The models config.
  */
 const getModelsConfig = async (req) => {
   const cache = getLogStores(CacheKeys.CONFIG_STORE);

api/server/controllers/OverrideController.js

@@ -0,0 +1,27 @@
+const { CacheKeys } = require('librechat-data-provider');
+const { loadOverrideConfig } = require('~/server/services/Config');
+const { getLogStores } = require('~/cache');
+
+async function overrideController(req, res) {
+  const cache = getLogStores(CacheKeys.CONFIG_STORE);
+  let overrideConfig = await cache.get(CacheKeys.OVERRIDE_CONFIG);
+  if (overrideConfig) {
+    res.send(overrideConfig);
+    return;
+  } else if (overrideConfig === false) {
+    res.send(false);
+    return;
+  }
+  overrideConfig = await loadOverrideConfig();
+  const { endpointsConfig, modelsConfig } = overrideConfig;
+  if (endpointsConfig) {
+    await cache.set(CacheKeys.ENDPOINT_CONFIG, endpointsConfig);
+  }
+  if (modelsConfig) {
+    await cache.set(CacheKeys.MODELS_CONFIG, modelsConfig);
+  }
+  await cache.set(CacheKeys.OVERRIDE_CONFIG, overrideConfig);
+  res.send(JSON.stringify(overrideConfig));
+}
+
+module.exports = overrideController;

api/server/controllers/PermissionsController.js

@@ -364,7 +364,7 @@ const getUserEffectivePermissions = async (req, res) => {
  */
 const searchPrincipals = async (req, res) => {
   try {
-    const { q: query, limit = 20, types } = req.query;
+    const { q: query, limit = 20, type } = req.query;
 
     if (!query || query.trim().length === 0) {
       return res.status(400).json({
@@ -379,34 +379,22 @@ const searchPrincipals = async (req, res) => {
     }
 
     const searchLimit = Math.min(Math.max(1, parseInt(limit) || 10), 50);
+    const typeFilter = [PrincipalType.USER, PrincipalType.GROUP, PrincipalType.ROLE].includes(type)
+      ? type
+      : null;
 
-    let typeFilters = null;
-    if (types) {
-      const typesArray = Array.isArray(types) ? types : types.split(',');
-      const validTypes = typesArray.filter((t) =>
-        [PrincipalType.USER, PrincipalType.GROUP, PrincipalType.ROLE].includes(t),
-      );
-      typeFilters = validTypes.length > 0 ? validTypes : null;
-    }
-
-    const localResults = await searchLocalPrincipals(query.trim(), searchLimit, typeFilters);
+    const localResults = await searchLocalPrincipals(query.trim(), searchLimit, typeFilter);
     let allPrincipals = [...localResults];
 
     const useEntraId = entraIdPrincipalFeatureEnabled(req.user);
 
     if (useEntraId && localResults.length < searchLimit) {
       try {
-        let graphType = 'all';
-        if (typeFilters && typeFilters.length === 1) {
-          const graphTypeMap = {
-            [PrincipalType.USER]: 'users',
-            [PrincipalType.GROUP]: 'groups',
-          };
-          const mappedType = graphTypeMap[typeFilters[0]];
-          if (mappedType) {
-            graphType = mappedType;
-          }
-        }
+        const graphTypeMap = {
+          user: 'users',
+          group: 'groups',
+          null: 'all',
+        };
 
         const authHeader = req.headers.authorization;
         const accessToken =
@@ -417,7 +405,7 @@ const searchPrincipals = async (req, res) => {
             accessToken,
             req.user.openidId,
             query.trim(),
-            graphType,
+            graphTypeMap[typeFilter],
             searchLimit - localResults.length,
           );
 
@@ -448,22 +436,21 @@ const searchPrincipals = async (req, res) => {
       _searchScore: calculateRelevanceScore(item, query.trim()),
     }));
 
-    const finalResults = sortPrincipalsByRelevance(scoredResults)
+    allPrincipals = sortPrincipalsByRelevance(scoredResults)
       .slice(0, searchLimit)
       .map((result) => {
         const { _searchScore, ...resultWithoutScore } = result;
         return resultWithoutScore;
       });
-
     res.status(200).json({
       query: query.trim(),
       limit: searchLimit,
-      types: typeFilters,
-      results: finalResults,
-      count: finalResults.length,
+      type: typeFilter,
+      results: allPrincipals,
+      count: allPrincipals.length,
       sources: {
-        local: finalResults.filter((r) => r.source === 'local').length,
-        entra: finalResults.filter((r) => r.source === 'entra').length,
+        local: allPrincipals.filter((r) => r.source === 'local').length,
+        entra: allPrincipals.filter((r) => r.source === 'entra').length,
       },
     });
   } catch (error) {

api/server/controllers/PluginController.js

@@ -1,11 +1,54 @@
 const { logger } = require('@librechat/data-schemas');
-const { CacheKeys } = require('librechat-data-provider');
-const { getToolkitKey, checkPluginAuth, filterUniquePlugins } = require('@librechat/api');
-const { getCachedTools, setCachedTools } = require('~/server/services/Config');
-const { availableTools, toolkits } = require('~/app/clients/tools');
-const { getAppConfig } = require('~/server/services/Config');
+const { CacheKeys, AuthType, Constants } = require('librechat-data-provider');
+const { getCustomConfig, getCachedTools } = require('~/server/services/Config');
+const { getToolkitKey } = require('~/server/services/ToolService');
+const { getMCPManager, getFlowStateManager } = require('~/config');
+const { availableTools } = require('~/app/clients/tools');
 const { getLogStores } = require('~/cache');
 
+/**
+ * Filters out duplicate plugins from the list of plugins.
+ *
+ * @param {TPlugin[]} plugins The list of plugins to filter.
+ * @returns {TPlugin[]} The list of plugins with duplicates removed.
+ */
+const filterUniquePlugins = (plugins) => {
+  const seen = new Set();
+  return plugins.filter((plugin) => {
+    const duplicate = seen.has(plugin.pluginKey);
+    seen.add(plugin.pluginKey);
+    return !duplicate;
+  });
+};
+
+/**
+ * Determines if a plugin is authenticated by checking if all required authentication fields have non-empty values.
+ * Supports alternate authentication fields, allowing validation against multiple possible environment variables.
+ *
+ * @param {TPlugin} plugin The plugin object containing the authentication configuration.
+ * @returns {boolean} True if the plugin is authenticated for all required fields, false otherwise.
+ */
+const checkPluginAuth = (plugin) => {
+  if (!plugin.authConfig || plugin.authConfig.length === 0) {
+    return false;
+  }
+
+  return plugin.authConfig.every((authFieldObj) => {
+    const authFieldOptions = authFieldObj.authField.split('||');
+    let isFieldAuthenticated = false;
+
+    for (const fieldOption of authFieldOptions) {
+      const envValue = process.env[fieldOption];
+      if (envValue && envValue.trim() !== '' && envValue !== AuthType.USER_PROVIDED) {
+        isFieldAuthenticated = true;
+        break;
+      }
+    }
+
+    return isFieldAuthenticated;
+  });
+};
+
 const getAvailablePluginsController = async (req, res) => {
   try {
     const cache = getLogStores(CacheKeys.CONFIG_STORE);
@@ -15,10 +58,8 @@ const getAvailablePluginsController = async (req, res) => {
       return;
     }
 
-    const appConfig = await getAppConfig({ role: req.user?.role });
     /** @type {{ filteredTools: string[], includedTools: string[] }} */
-    const { filteredTools = [], includedTools = [] } = appConfig;
-    /** @type {import('@librechat/api').LCManifestTool[]} */
+    const { filteredTools = [], includedTools = [] } = req.app.locals;
     const pluginManifest = availableTools;
 
     const uniquePlugins = filterUniquePlugins(pluginManifest);
@@ -44,6 +85,45 @@ const getAvailablePluginsController = async (req, res) => {
   }
 };
 
+function createServerToolsCallback() {
+  /**
+   * @param {string} serverName
+   * @param {TPlugin[] | null} serverTools
+   */
+  return async function (serverName, serverTools) {
+    try {
+      const mcpToolsCache = getLogStores(CacheKeys.MCP_TOOLS);
+      if (!serverName || !mcpToolsCache) {
+        return;
+      }
+      await mcpToolsCache.set(serverName, serverTools);
+      logger.debug(`MCP tools for ${serverName} added to cache.`);
+    } catch (error) {
+      logger.error('Error retrieving MCP tools from cache:', error);
+    }
+  };
+}
+
+function createGetServerTools() {
+  /**
+   * Retrieves cached server tools
+   * @param {string} serverName
+   * @returns {Promise<TPlugin[] | null>}
+   */
+  return async function (serverName) {
+    try {
+      const mcpToolsCache = getLogStores(CacheKeys.MCP_TOOLS);
+      if (!mcpToolsCache) {
+        return null;
+      }
+      return await mcpToolsCache.get(serverName);
+    } catch (error) {
+      logger.error('Error retrieving MCP tools from cache:', error);
+      return null;
+    }
+  };
+}
+
 /**
  * Retrieves and returns a list of available tools, either from a cache or by reading a plugin manifest file.
  *
@@ -59,35 +139,37 @@ const getAvailablePluginsController = async (req, res) => {
 const getAvailableTools = async (req, res) => {
   try {
     const userId = req.user?.id;
-    if (!userId) {
-      logger.warn('[getAvailableTools] User ID not found in request');
-      return res.status(401).json({ message: 'Unauthorized' });
-    }
+    const customConfig = await getCustomConfig();
     const cache = getLogStores(CacheKeys.CONFIG_STORE);
     const cachedToolsArray = await cache.get(CacheKeys.TOOLS);
+    const cachedUserTools = await getCachedTools({ userId });
+    const userPlugins = convertMCPToolsToPlugins(cachedUserTools, customConfig);
 
-    const appConfig = req.config ?? (await getAppConfig({ role: req.user?.role }));
-
-    // Return early if we have cached tools
-    if (cachedToolsArray != null) {
-      res.status(200).json(cachedToolsArray);
+    if (cachedToolsArray && userPlugins) {
+      const dedupedTools = filterUniquePlugins([...userPlugins, ...cachedToolsArray]);
+      res.status(200).json(dedupedTools);
       return;
     }
 
-    /** @type {Record<string, FunctionTool> | null} Get tool definitions to filter which tools are actually available */
-    let toolDefinitions = await getCachedTools();
-
-    if (toolDefinitions == null && appConfig?.availableTools != null) {
-      logger.warn('[getAvailableTools] Tool cache was empty, re-initializing from app config');
-      await setCachedTools(appConfig.availableTools);
-      toolDefinitions = appConfig.availableTools;
+    // If not in cache, build from manifest
+    let pluginManifest = availableTools;
+    if (customConfig?.mcpServers != null) {
+      const mcpManager = getMCPManager();
+      const flowsCache = getLogStores(CacheKeys.FLOWS);
+      const flowManager = flowsCache ? getFlowStateManager(flowsCache) : null;
+      const serverToolsCallback = createServerToolsCallback();
+      const getServerTools = createGetServerTools();
+      const mcpTools = await mcpManager.loadManifestTools({
+        flowManager,
+        serverToolsCallback,
+        getServerTools,
+      });
+      pluginManifest = [...mcpTools, ...pluginManifest];
     }
 
-    /** @type {import('@librechat/api').LCManifestTool[]} */
-    let pluginManifest = availableTools;
-
-    /** @type {TPlugin[]} Deduplicate and authenticate plugins */
+    /** @type {TPlugin[]} */
     const uniquePlugins = filterUniquePlugins(pluginManifest);
+
     const authenticatedPlugins = uniquePlugins.map((plugin) => {
       if (checkPluginAuth(plugin)) {
         return { ...plugin, authenticated: true };
@@ -96,33 +178,115 @@ const getAvailableTools = async (req, res) => {
       }
     });
 
-    /** Filter plugins based on availability */
+    const toolDefinitions = (await getCachedTools({ includeGlobal: true })) || {};
+
     const toolsOutput = [];
     for (const plugin of authenticatedPlugins) {
-      const isToolDefined = toolDefinitions?.[plugin.pluginKey] !== undefined;
+      const isToolDefined = toolDefinitions[plugin.pluginKey] !== undefined;
       const isToolkit =
         plugin.toolkit === true &&
-        Object.keys(toolDefinitions ?? {}).some(
-          (key) => getToolkitKey({ toolkits, toolName: key }) === plugin.pluginKey,
-        );
+        Object.keys(toolDefinitions).some((key) => getToolkitKey(key) === plugin.pluginKey);
 
       if (!isToolDefined && !isToolkit) {
         continue;
       }
 
-      toolsOutput.push(plugin);
-    }
+      const toolToAdd = { ...plugin };
 
+      if (!plugin.pluginKey.includes(Constants.mcp_delimiter)) {
+        toolsOutput.push(toolToAdd);
+        continue;
+      }
+
+      const parts = plugin.pluginKey.split(Constants.mcp_delimiter);
+      const serverName = parts[parts.length - 1];
+      const serverConfig = customConfig?.mcpServers?.[serverName];
+
+      if (!serverConfig?.customUserVars) {
+        toolsOutput.push(toolToAdd);
+        continue;
+      }
+
+      const customVarKeys = Object.keys(serverConfig.customUserVars);
+
+      if (customVarKeys.length === 0) {
+        toolToAdd.authConfig = [];
+        toolToAdd.authenticated = true;
+      } else {
+        toolToAdd.authConfig = Object.entries(serverConfig.customUserVars).map(([key, value]) => ({
+          authField: key,
+          label: value.title || key,
+          description: value.description || '',
+        }));
+        toolToAdd.authenticated = false;
+      }
+
+      toolsOutput.push(toolToAdd);
+    }
     const finalTools = filterUniquePlugins(toolsOutput);
     await cache.set(CacheKeys.TOOLS, finalTools);
 
-    res.status(200).json(finalTools);
+    const dedupedTools = filterUniquePlugins([...userPlugins, ...finalTools]);
+
+    res.status(200).json(dedupedTools);
   } catch (error) {
     logger.error('[getAvailableTools]', error);
     res.status(500).json({ message: error.message });
   }
 };
 
+/**
+ * Converts MCP function format tools to plugin format
+ * @param {Object} functionTools - Object with function format tools
+ * @param {Object} customConfig - Custom configuration for MCP servers
+ * @returns {Array} Array of plugin objects
+ */
+function convertMCPToolsToPlugins(functionTools, customConfig) {
+  const plugins = [];
+
+  for (const [toolKey, toolData] of Object.entries(functionTools)) {
+    if (!toolData.function || !toolKey.includes(Constants.mcp_delimiter)) {
+      continue;
+    }
+
+    const functionData = toolData.function;
+    const parts = toolKey.split(Constants.mcp_delimiter);
+    const serverName = parts[parts.length - 1];
+
+    const serverConfig = customConfig?.mcpServers?.[serverName];
+
+    const plugin = {
+      name: parts[0], // Use the tool name without server suffix
+      pluginKey: toolKey,
+      description: functionData.description || '',
+      authenticated: true,
+      icon: serverConfig?.iconPath,
+    };
+
+    // Build authConfig for MCP tools
+    if (!serverConfig?.customUserVars) {
+      plugin.authConfig = [];
+      plugins.push(plugin);
+      continue;
+    }
+
+    const customVarKeys = Object.keys(serverConfig.customUserVars);
+    if (customVarKeys.length === 0) {
+      plugin.authConfig = [];
+    } else {
+      plugin.authConfig = Object.entries(serverConfig.customUserVars).map(([key, value]) => ({
+        authField: key,
+        label: value.title || key,
+        description: value.description || '',
+      }));
+    }
+
+    plugins.push(plugin);
+  }
+
+  return plugins;
+}
+
 module.exports = {
   getAvailableTools,
   getAvailablePluginsController,

api/server/controllers/PluginController.spec.js

@@ -1,493 +1,89 @@
-const { getCachedTools, getAppConfig } = require('~/server/services/Config');
+const { Constants } = require('librechat-data-provider');
+const { getCustomConfig, getCachedTools } = require('~/server/services/Config');
 const { getLogStores } = require('~/cache');
 
+// Mock the dependencies
 jest.mock('@librechat/data-schemas', () => ({
   logger: {
     debug: jest.fn(),
     error: jest.fn(),
-    warn: jest.fn(),
   },
 }));
 
 jest.mock('~/server/services/Config', () => ({
+  getCustomConfig: jest.fn(),
   getCachedTools: jest.fn(),
-  getAppConfig: jest.fn().mockResolvedValue({
-    filteredTools: [],
-    includedTools: [],
-  }),
-  setCachedTools: jest.fn(),
 }));
 
-// loadAndFormatTools mock removed - no longer used in PluginController
-// getMCPManager mock removed - no longer used in PluginController
+jest.mock('~/server/services/ToolService', () => ({
+  getToolkitKey: jest.fn(),
+}));
+
+jest.mock('~/config', () => ({
+  getMCPManager: jest.fn(() => ({
+    loadManifestTools: jest.fn().mockResolvedValue([]),
+  })),
+  getFlowStateManager: jest.fn(),
+}));
 
 jest.mock('~/app/clients/tools', () => ({
   availableTools: [],
-  toolkits: [],
 }));
 
 jest.mock('~/cache', () => ({
   getLogStores: jest.fn(),
 }));
 
-const { getAvailableTools, getAvailablePluginsController } = require('./PluginController');
+// Import the actual module with the function we want to test
+const { getAvailableTools } = require('./PluginController');
 
 describe('PluginController', () => {
-  let mockReq, mockRes, mockCache;
+  describe('plugin.icon behavior', () => {
+    let mockReq, mockRes, mockCache;
 
-  beforeEach(() => {
-    jest.clearAllMocks();
-    mockReq = {
-      user: { id: 'test-user-id' },
-      config: {
-        filteredTools: [],
-        includedTools: [],
-      },
+    const callGetAvailableToolsWithMCPServer = async (mcpServers) => {
+      mockCache.get.mockResolvedValue(null);
+      getCustomConfig.mockResolvedValue({ mcpServers });
+
+      const functionTools = {
+        [`test-tool${Constants.mcp_delimiter}test-server`]: {
+          function: { name: 'test-tool', description: 'A test tool' },
+        },
+      };
+      getCachedTools.mockResolvedValueOnce(functionTools);
+      getCachedTools.mockResolvedValueOnce({
+        [`test-tool${Constants.mcp_delimiter}test-server`]: true,
+      });
+
+      await getAvailableTools(mockReq, mockRes);
+      const responseData = mockRes.json.mock.calls[0][0];
+      return responseData.find((tool) => tool.name === 'test-tool');
     };
-    mockRes = { status: jest.fn().mockReturnThis(), json: jest.fn() };
-    mockCache = { get: jest.fn(), set: jest.fn() };
-    getLogStores.mockReturnValue(mockCache);
 
-    // Clear availableTools and toolkits arrays before each test
-    require('~/app/clients/tools').availableTools.length = 0;
-    require('~/app/clients/tools').toolkits.length = 0;
-
-    // Reset getCachedTools mock to ensure clean state
-    getCachedTools.mockReset();
-
-    // Reset getAppConfig mock to ensure clean state with default values
-    getAppConfig.mockReset();
-    getAppConfig.mockResolvedValue({
-      filteredTools: [],
-      includedTools: [],
-    });
-  });
-
-  describe('getAvailablePluginsController', () => {
-    it('should use filterUniquePlugins to remove duplicate plugins', async () => {
-      // Add plugins with duplicates to availableTools
-      const mockPlugins = [
-        { name: 'Plugin1', pluginKey: 'key1', description: 'First' },
-        { name: 'Plugin1', pluginKey: 'key1', description: 'First duplicate' },
-        { name: 'Plugin2', pluginKey: 'key2', description: 'Second' },
-      ];
-
-      require('~/app/clients/tools').availableTools.push(...mockPlugins);
-
-      mockCache.get.mockResolvedValue(null);
-
-      // Configure getAppConfig to return the expected config
-      getAppConfig.mockResolvedValueOnce({
-        filteredTools: [],
-        includedTools: [],
-      });
-
-      await getAvailablePluginsController(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-      const responseData = mockRes.json.mock.calls[0][0];
-      // The real filterUniquePlugins should have removed the duplicate
-      expect(responseData).toHaveLength(2);
-      expect(responseData[0].pluginKey).toBe('key1');
-      expect(responseData[1].pluginKey).toBe('key2');
+    beforeEach(() => {
+      jest.clearAllMocks();
+      mockReq = { user: { id: 'test-user-id' } };
+      mockRes = { status: jest.fn().mockReturnThis(), json: jest.fn() };
+      mockCache = { get: jest.fn(), set: jest.fn() };
+      getLogStores.mockReturnValue(mockCache);
     });
 
-    it('should use checkPluginAuth to verify plugin authentication', async () => {
-      // checkPluginAuth returns false for plugins without authConfig
-      // so authenticated property won't be added
-      const mockPlugin = { name: 'Plugin1', pluginKey: 'key1', description: 'First' };
-
-      require('~/app/clients/tools').availableTools.push(mockPlugin);
-      mockCache.get.mockResolvedValue(null);
-
-      // Configure getAppConfig to return the expected config
-      getAppConfig.mockResolvedValueOnce({
-        filteredTools: [],
-        includedTools: [],
-      });
-
-      await getAvailablePluginsController(mockReq, mockRes);
-
-      const responseData = mockRes.json.mock.calls[0][0];
-      // The real checkPluginAuth returns false for plugins without authConfig, so authenticated property is not added
-      expect(responseData[0].authenticated).toBeUndefined();
-    });
-
-    it('should return cached plugins when available', async () => {
-      const cachedPlugins = [
-        { name: 'CachedPlugin', pluginKey: 'cached', description: 'Cached plugin' },
-      ];
-
-      mockCache.get.mockResolvedValue(cachedPlugins);
-
-      await getAvailablePluginsController(mockReq, mockRes);
-
-      // When cache is hit, we return immediately without processing
-      expect(mockRes.json).toHaveBeenCalledWith(cachedPlugins);
-    });
-
-    it('should filter plugins based on includedTools', async () => {
-      const mockPlugins = [
-        { name: 'Plugin1', pluginKey: 'key1', description: 'First' },
-        { name: 'Plugin2', pluginKey: 'key2', description: 'Second' },
-      ];
-
-      require('~/app/clients/tools').availableTools.push(...mockPlugins);
-      mockCache.get.mockResolvedValue(null);
-
-      // Configure getAppConfig to return config with includedTools
-      getAppConfig.mockResolvedValueOnce({
-        filteredTools: [],
-        includedTools: ['key1'],
-      });
-
-      await getAvailablePluginsController(mockReq, mockRes);
-
-      const responseData = mockRes.json.mock.calls[0][0];
-      expect(responseData).toHaveLength(1);
-      expect(responseData[0].pluginKey).toBe('key1');
-    });
-  });
-
-  describe('getAvailableTools', () => {
-    it('should use filterUniquePlugins to deduplicate combined tools', async () => {
-      const mockUserTools = {
-        'user-tool': {
-          type: 'function',
-          function: {
-            name: 'user-tool',
-            description: 'User tool',
-            parameters: { type: 'object', properties: {} },
-          },
+    it('should set plugin.icon when iconPath is defined', async () => {
+      const mcpServers = {
+        'test-server': {
+          iconPath: '/path/to/icon.png',
         },
       };
-
-      const mockCachedPlugins = [
-        { name: 'user-tool', pluginKey: 'user-tool', description: 'Duplicate user tool' },
-        { name: 'ManifestTool', pluginKey: 'manifest-tool', description: 'Manifest tool' },
-      ];
-
-      mockCache.get.mockResolvedValue(mockCachedPlugins);
-      getCachedTools.mockResolvedValueOnce(mockUserTools);
-      mockReq.config = {
-        mcpConfig: null,
-        paths: { structuredTools: '/mock/path' },
-      };
-
-      await getAvailableTools(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-      const responseData = mockRes.json.mock.calls[0][0];
-      expect(Array.isArray(responseData)).toBe(true);
-      // The real filterUniquePlugins should have deduplicated tools with same pluginKey
-      const userToolCount = responseData.filter((tool) => tool.pluginKey === 'user-tool').length;
-      expect(userToolCount).toBe(1);
+      const testTool = await callGetAvailableToolsWithMCPServer(mcpServers);
+      expect(testTool.icon).toBe('/path/to/icon.png');
     });
 
-    it('should use checkPluginAuth to verify authentication status', async () => {
-      // Add a plugin to availableTools that will be checked
-      const mockPlugin = {
-        name: 'Tool1',
-        pluginKey: 'tool1',
-        description: 'Tool 1',
-        // No authConfig means checkPluginAuth returns false
+    it('should set plugin.icon to undefined when iconPath is not defined', async () => {
+      const mcpServers = {
+        'test-server': {},
       };
-
-      require('~/app/clients/tools').availableTools.push(mockPlugin);
-
-      mockCache.get.mockResolvedValue(null);
-      // getCachedTools returns the tool definitions
-      getCachedTools.mockResolvedValueOnce({
-        tool1: {
-          type: 'function',
-          function: {
-            name: 'tool1',
-            description: 'Tool 1',
-            parameters: {},
-          },
-        },
-      });
-      mockReq.config = {
-        mcpConfig: null,
-        paths: { structuredTools: '/mock/path' },
-      };
-
-      await getAvailableTools(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-      const responseData = mockRes.json.mock.calls[0][0];
-      expect(Array.isArray(responseData)).toBe(true);
-      const tool = responseData.find((t) => t.pluginKey === 'tool1');
-      expect(tool).toBeDefined();
-      // The real checkPluginAuth returns false for plugins without authConfig, so authenticated property is not added
-      expect(tool.authenticated).toBeUndefined();
-    });
-
-    it('should use getToolkitKey for toolkit validation', async () => {
-      const mockToolkit = {
-        name: 'Toolkit1',
-        pluginKey: 'toolkit1',
-        description: 'Toolkit 1',
-        toolkit: true,
-      };
-
-      require('~/app/clients/tools').availableTools.push(mockToolkit);
-
-      // Mock toolkits to have a mapping
-      require('~/app/clients/tools').toolkits.push({
-        name: 'Toolkit1',
-        pluginKey: 'toolkit1',
-        tools: ['toolkit1_function'],
-      });
-
-      mockCache.get.mockResolvedValue(null);
-      // getCachedTools returns the tool definitions
-      getCachedTools.mockResolvedValueOnce({
-        toolkit1_function: {
-          type: 'function',
-          function: {
-            name: 'toolkit1_function',
-            description: 'Toolkit function',
-            parameters: {},
-          },
-        },
-      });
-      mockReq.config = {
-        mcpConfig: null,
-        paths: { structuredTools: '/mock/path' },
-      };
-
-      await getAvailableTools(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-      const responseData = mockRes.json.mock.calls[0][0];
-      expect(Array.isArray(responseData)).toBe(true);
-      const toolkit = responseData.find((t) => t.pluginKey === 'toolkit1');
-      expect(toolkit).toBeDefined();
-    });
-  });
-
-  describe('helper function integration', () => {
-    it('should handle error cases gracefully', async () => {
-      mockCache.get.mockRejectedValue(new Error('Cache error'));
-
-      await getAvailableTools(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(500);
-      expect(mockRes.json).toHaveBeenCalledWith({ message: 'Cache error' });
-    });
-  });
-
-  describe('edge cases with undefined/null values', () => {
-    it('should handle undefined cache gracefully', async () => {
-      getLogStores.mockReturnValue(undefined);
-
-      await getAvailableTools(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(500);
-    });
-
-    it('should handle null cachedTools and cachedUserTools', async () => {
-      mockCache.get.mockResolvedValue(null);
-      // getCachedTools returns empty object instead of null
-      getCachedTools.mockResolvedValueOnce({});
-      mockReq.config = {
-        mcpConfig: null,
-        paths: { structuredTools: '/mock/path' },
-      };
-
-      await getAvailableTools(mockReq, mockRes);
-
-      // Should handle null values gracefully
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-      expect(mockRes.json).toHaveBeenCalledWith([]);
-    });
-
-    it('should handle when getCachedTools returns undefined', async () => {
-      mockCache.get.mockResolvedValue(null);
-      mockReq.config = {
-        mcpConfig: null,
-        paths: { structuredTools: '/mock/path' },
-      };
-
-      // Mock getCachedTools to return undefined
-      getCachedTools.mockReset();
-      getCachedTools.mockResolvedValueOnce(undefined);
-
-      await getAvailableTools(mockReq, mockRes);
-
-      // Should handle undefined values gracefully
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-      expect(mockRes.json).toHaveBeenCalledWith([]);
-    });
-
-    it('should handle empty toolDefinitions object', async () => {
-      mockCache.get.mockResolvedValue(null);
-      // Reset getCachedTools to ensure clean state
-      getCachedTools.mockReset();
-      getCachedTools.mockResolvedValue({});
-      mockReq.config = {}; // No mcpConfig at all
-
-      // Ensure no plugins are available
-      require('~/app/clients/tools').availableTools.length = 0;
-
-      await getAvailableTools(mockReq, mockRes);
-
-      // With empty tool definitions, no tools should be in the final output
-      expect(mockRes.json).toHaveBeenCalledWith([]);
-    });
-
-    it('should handle undefined filteredTools and includedTools', async () => {
-      mockReq.config = {};
-      mockCache.get.mockResolvedValue(null);
-
-      // Configure getAppConfig to return config with undefined properties
-      // The controller will use default values [] for filteredTools and includedTools
-      getAppConfig.mockResolvedValueOnce({});
-
-      await getAvailablePluginsController(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-      expect(mockRes.json).toHaveBeenCalledWith([]);
-    });
-
-    it('should handle toolkit with undefined toolDefinitions keys', async () => {
-      const mockToolkit = {
-        name: 'Toolkit1',
-        pluginKey: 'toolkit1',
-        description: 'Toolkit 1',
-        toolkit: true,
-      };
-
-      // No need to mock app.locals anymore as it's not used
-
-      // Add the toolkit to availableTools
-      require('~/app/clients/tools').availableTools.push(mockToolkit);
-
-      mockCache.get.mockResolvedValue(null);
-      // getCachedTools returns empty object to avoid null reference error
-      getCachedTools.mockResolvedValueOnce({});
-      mockReq.config = {
-        mcpConfig: null,
-        paths: { structuredTools: '/mock/path' },
-      };
-
-      await getAvailableTools(mockReq, mockRes);
-
-      // Should handle null toolDefinitions gracefully
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-    });
-
-    it('should handle undefined toolDefinitions when checking isToolDefined (traversaal_search bug)', async () => {
-      // This test reproduces the bug where toolDefinitions is undefined
-      // and accessing toolDefinitions[plugin.pluginKey] causes a TypeError
-      const mockPlugin = {
-        name: 'Traversaal Search',
-        pluginKey: 'traversaal_search',
-        description: 'Search plugin',
-      };
-
-      // Add the plugin to availableTools
-      require('~/app/clients/tools').availableTools.push(mockPlugin);
-
-      mockCache.get.mockResolvedValue(null);
-
-      mockReq.config = {
-        mcpConfig: null,
-        paths: { structuredTools: '/mock/path' },
-      };
-
-      // CRITICAL: getCachedTools returns undefined
-      // This is what causes the bug when trying to access toolDefinitions[plugin.pluginKey]
-      getCachedTools.mockResolvedValueOnce(undefined);
-
-      // This should not throw an error with the optional chaining fix
-      await getAvailableTools(mockReq, mockRes);
-
-      // Should handle undefined toolDefinitions gracefully and return empty array
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-      expect(mockRes.json).toHaveBeenCalledWith([]);
-    });
-
-    it('should re-initialize tools from appConfig when cache returns null', async () => {
-      // Setup: Initial state with tools in appConfig
-      const mockAppTools = {
-        tool1: {
-          type: 'function',
-          function: {
-            name: 'tool1',
-            description: 'Tool 1',
-            parameters: {},
-          },
-        },
-        tool2: {
-          type: 'function',
-          function: {
-            name: 'tool2',
-            description: 'Tool 2',
-            parameters: {},
-          },
-        },
-      };
-
-      // Add matching plugins to availableTools
-      require('~/app/clients/tools').availableTools.push(
-        { name: 'Tool 1', pluginKey: 'tool1', description: 'Tool 1' },
-        { name: 'Tool 2', pluginKey: 'tool2', description: 'Tool 2' },
-      );
-
-      // Simulate cache cleared state (returns null)
-      mockCache.get.mockResolvedValue(null);
-      getCachedTools.mockResolvedValueOnce(null); // Global tools (cache cleared)
-
-      mockReq.config = {
-        filteredTools: [],
-        includedTools: [],
-        availableTools: mockAppTools,
-      };
-
-      // Mock setCachedTools to verify it's called to re-initialize
-      const { setCachedTools } = require('~/server/services/Config');
-
-      await getAvailableTools(mockReq, mockRes);
-
-      // Should have re-initialized the cache with tools from appConfig
-      expect(setCachedTools).toHaveBeenCalledWith(mockAppTools);
-
-      // Should still return tools successfully
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-      const responseData = mockRes.json.mock.calls[0][0];
-      expect(responseData).toHaveLength(2);
-      expect(responseData.find((t) => t.pluginKey === 'tool1')).toBeDefined();
-      expect(responseData.find((t) => t.pluginKey === 'tool2')).toBeDefined();
-    });
-
-    it('should handle cache clear without appConfig.availableTools gracefully', async () => {
-      // Setup: appConfig without availableTools
-      getAppConfig.mockResolvedValue({
-        filteredTools: [],
-        includedTools: [],
-        // No availableTools property
-      });
-
-      // Clear availableTools array
-      require('~/app/clients/tools').availableTools.length = 0;
-
-      // Cache returns null (cleared state)
-      mockCache.get.mockResolvedValue(null);
-      getCachedTools.mockResolvedValueOnce(null); // Global tools (cache cleared)
-
-      mockReq.config = {
-        filteredTools: [],
-        includedTools: [],
-        // No availableTools
-      };
-
-      await getAvailableTools(mockReq, mockRes);
-
-      // Should handle gracefully without crashing
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-      expect(mockRes.json).toHaveBeenCalledWith([]);
+      const testTool = await callGetAvailableToolsWithMCPServer(mcpServers);
+      expect(testTool.icon).toBeUndefined();
     });
   });
 });

api/server/controllers/TwoFactorController.js

@@ -47,7 +47,7 @@ const verify2FA = async (req, res) => {
   try {
     const userId = req.user.id;
     const { token, backupCode } = req.body;
-    const user = await getUserById(userId, '_id totpSecret backupCodes');
+    const user = await getUserById(userId);
 
     if (!user || !user.totpSecret) {
       return res.status(400).json({ message: '2FA not initiated' });
@@ -79,7 +79,7 @@ const confirm2FA = async (req, res) => {
   try {
     const userId = req.user.id;
     const { token } = req.body;
-    const user = await getUserById(userId, '_id totpSecret');
+    const user = await getUserById(userId);
 
     if (!user || !user.totpSecret) {
       return res.status(400).json({ message: '2FA not initiated' });
@@ -99,36 +99,10 @@ const confirm2FA = async (req, res) => {
 
 /**
  * Disable 2FA by clearing the stored secret and backup codes.
- * Requires verification with either TOTP token or backup code if 2FA is fully enabled.
  */
 const disable2FA = async (req, res) => {
   try {
     const userId = req.user.id;
-    const { token, backupCode } = req.body;
-    const user = await getUserById(userId, '_id totpSecret backupCodes');
-
-    if (!user || !user.totpSecret) {
-      return res.status(400).json({ message: '2FA is not setup for this user' });
-    }
-
-    if (user.twoFactorEnabled) {
-      const secret = await getTOTPSecret(user.totpSecret);
-      let isVerified = false;
-
-      if (token) {
-        isVerified = await verifyTOTP(secret, token);
-      } else if (backupCode) {
-        isVerified = await verifyBackupCode({ user, backupCode });
-      } else {
-        return res
-          .status(400)
-          .json({ message: 'Either token or backup code is required to disable 2FA' });
-      }
-
-      if (!isVerified) {
-        return res.status(401).json({ message: 'Invalid token or backup code' });
-      }
-    }
     await updateUser(userId, { totpSecret: null, backupCodes: [], twoFactorEnabled: false });
     return res.status(200).json();
   } catch (err) {

api/server/controllers/UserController.js

@@ -1,47 +1,31 @@
-const { logger, webSearchKeys } = require('@librechat/data-schemas');
-const { Tools, CacheKeys, Constants, FileSources } = require('librechat-data-provider');
-const {
-  MCPOAuthHandler,
-  MCPTokenStorage,
-  normalizeHttpError,
-  extractWebSearchEnvVars,
-} = require('@librechat/api');
+const { logger } = require('@librechat/data-schemas');
+const { webSearchKeys, extractWebSearchEnvVars } = require('@librechat/api');
 const {
   getFiles,
-  findToken,
   updateUser,
   deleteFiles,
   deleteConvos,
   deletePresets,
   deleteMessages,
   deleteUserById,
-  deleteAllSharedLinks,
   deleteAllUserSessions,
 } = require('~/models');
 const { updateUserPluginAuth, deleteUserPluginAuth } = require('~/server/services/PluginService');
 const { updateUserPluginsService, deleteUserKey } = require('~/server/services/UserService');
 const { verifyEmail, resendVerificationEmail } = require('~/server/services/AuthService');
 const { needsRefresh, getNewS3URL } = require('~/server/services/Files/S3/crud');
+const { Tools, Constants, FileSources } = require('librechat-data-provider');
 const { processDeleteRequest } = require('~/server/services/Files/process');
-const { Transaction, Balance, User, Token } = require('~/db/models');
-const { getMCPManager, getFlowStateManager } = require('~/config');
-const { getAppConfig } = require('~/server/services/Config');
+const { Transaction, Balance, User } = require('~/db/models');
 const { deleteToolCalls } = require('~/models/ToolCall');
-const { getLogStores } = require('~/cache');
-const { mcpServersRegistry } = require('@librechat/api');
+const { deleteAllSharedLinks } = require('~/models');
+const { getMCPManager } = require('~/config');
 
 const getUserController = async (req, res) => {
-  const appConfig = await getAppConfig({ role: req.user?.role });
-  /** @type {IUser} */
+  /** @type {MongoUser} */
   const userData = req.user.toObject != null ? req.user.toObject() : { ...req.user };
-  /**
-   * These fields should not exist due to secure field selection, but deletion
-   * is done in case of alternate database incompatibility with Mongo API
-   * */
-  delete userData.password;
   delete userData.totpSecret;
-  delete userData.backupCodes;
-  if (appConfig.fileStrategy === FileSources.s3 && userData.avatar) {
+  if (req.app.locals.fileStrategy === FileSources.s3 && userData.avatar) {
     const avatarNeedsRefresh = needsRefresh(userData.avatar, 3600);
     if (!avatarNeedsRefresh) {
       return res.status(200).send(userData);
@@ -97,7 +81,6 @@ const deleteUserFiles = async (req) => {
 };
 
 const updateUserPluginsController = async (req, res) => {
-  const appConfig = await getAppConfig({ role: req.user?.role });
   const { user } = req;
   const { pluginKey, action, auth, isEntityTool } = req.body;
   try {
@@ -106,8 +89,8 @@ const updateUserPluginsController = async (req, res) => {
 
       if (userPluginsService instanceof Error) {
         logger.error('[userPluginsService]', userPluginsService);
-        const { status, message } = normalizeHttpError(userPluginsService);
-        return res.status(status).send({ message });
+        const { status, message } = userPluginsService;
+        res.status(status).send({ message });
       }
     }
 
@@ -142,7 +125,7 @@ const updateUserPluginsController = async (req, res) => {
 
     if (pluginKey === Tools.web_search) {
       /** @type  {TCustomConfig['webSearch']} */
-      const webSearchConfig = appConfig?.webSearch;
+      const webSearchConfig = req.app.locals?.webSearch;
       keys = extractWebSearchEnvVars({
         keys: action === 'install' ? keys : webSearchKeys,
         config: webSearchConfig,
@@ -154,7 +137,7 @@ const updateUserPluginsController = async (req, res) => {
         authService = await updateUserPluginAuth(user.id, keys[i], pluginKey, values[i]);
         if (authService instanceof Error) {
           logger.error('[authService]', authService);
-          ({ status, message } = normalizeHttpError(authService));
+          ({ status, message } = authService);
         }
       }
     } else if (action === 'uninstall') {
@@ -168,16 +151,7 @@ const updateUserPluginsController = async (req, res) => {
             `[authService] Error deleting all auth for MCP tool ${pluginKey}:`,
             authService,
           );
-          ({ status, message } = normalizeHttpError(authService));
-        }
-        try {
-          // if the MCP server uses OAuth, perform a full cleanup and token revocation
-          await maybeUninstallOAuthMCP(user.id, pluginKey, appConfig);
-        } catch (error) {
-          logger.error(
-            `[updateUserPluginsController] Error uninstalling OAuth MCP for ${pluginKey}:`,
-            error,
-          );
+          ({ status, message } = authService);
         }
       } else {
         // This handles:
@@ -189,7 +163,7 @@ const updateUserPluginsController = async (req, res) => {
           authService = await deleteUserPluginAuth(user.id, keys[i]); // Deletes by authField name
           if (authService instanceof Error) {
             logger.error('[authService] Error deleting specific auth key:', authService);
-            ({ status, message } = normalizeHttpError(authService));
+            ({ status, message } = authService);
           }
         }
       }
@@ -199,12 +173,12 @@ const updateUserPluginsController = async (req, res) => {
       // If auth was updated successfully, disconnect MCP sessions as they might use these credentials
       if (pluginKey.startsWith(Constants.mcp_prefix)) {
         try {
-          const mcpManager = getMCPManager();
+          const mcpManager = getMCPManager(user.id);
           if (mcpManager) {
             // Extract server name from pluginKey (format: "mcp_<serverName>")
             const serverName = pluginKey.replace(Constants.mcp_prefix, '');
             logger.info(
-              `[updateUserPluginsController] Attempting disconnect of MCP server "${serverName}" for user ${user.id} after plugin auth update.`,
+              `[updateUserPluginsController] Disconnecting MCP server ${serverName} for user ${user.id} after plugin auth update for ${pluginKey}.`,
             );
             await mcpManager.disconnectUserConnection(user.id, serverName);
           }
@@ -219,8 +193,7 @@ const updateUserPluginsController = async (req, res) => {
       return res.status(status).send();
     }
 
-    const normalized = normalizeHttpError({ status, message });
-    return res.status(normalized.status).send({ message: normalized.message });
+    res.status(status).send({ message });
   } catch (err) {
     logger.error('[updateUserPluginsController]', err);
     return res.status(500).json({ message: 'Something went wrong.' });
@@ -286,108 +259,6 @@ const resendVerificationController = async (req, res) => {
   }
 };
 
-/**
- * OAuth MCP specific uninstall logic
- */
-const maybeUninstallOAuthMCP = async (userId, pluginKey, appConfig) => {
-  if (!pluginKey.startsWith(Constants.mcp_prefix)) {
-    // this is not an MCP server, so nothing to do here
-    return;
-  }
-
-  const serverName = pluginKey.replace(Constants.mcp_prefix, '');
-  const serverConfig =
-    (await mcpServersRegistry.getServerConfig(serverName, userId)) ??
-    appConfig?.mcpServers?.[serverName];
-  const oauthServers = await mcpServersRegistry.getOAuthServers();
-  if (!oauthServers.has(serverName)) {
-    // this server does not use OAuth, so nothing to do here as well
-    return;
-  }
-
-  // 1. get client info used for revocation (client id, secret)
-  const clientTokenData = await MCPTokenStorage.getClientInfoAndMetadata({
-    userId,
-    serverName,
-    findToken,
-  });
-  if (clientTokenData == null) {
-    return;
-  }
-  const { clientInfo, clientMetadata } = clientTokenData;
-
-  // 2. get decrypted tokens before deletion
-  const tokens = await MCPTokenStorage.getTokens({
-    userId,
-    serverName,
-    findToken,
-  });
-
-  // 3. revoke OAuth tokens at the provider
-  const revocationEndpoint =
-    serverConfig.oauth?.revocation_endpoint ?? clientMetadata.revocation_endpoint;
-  const revocationEndpointAuthMethodsSupported =
-    serverConfig.oauth?.revocation_endpoint_auth_methods_supported ??
-    clientMetadata.revocation_endpoint_auth_methods_supported;
-  const oauthHeaders = serverConfig.oauth_headers ?? {};
-
-  if (tokens?.access_token) {
-    try {
-      await MCPOAuthHandler.revokeOAuthToken(
-        serverName,
-        tokens.access_token,
-        'access',
-        {
-          serverUrl: serverConfig.url,
-          clientId: clientInfo.client_id,
-          clientSecret: clientInfo.client_secret ?? '',
-          revocationEndpoint,
-          revocationEndpointAuthMethodsSupported,
-        },
-        oauthHeaders,
-      );
-    } catch (error) {
-      logger.error(`Error revoking OAuth access token for ${serverName}:`, error);
-    }
-  }
-
-  if (tokens?.refresh_token) {
-    try {
-      await MCPOAuthHandler.revokeOAuthToken(
-        serverName,
-        tokens.refresh_token,
-        'refresh',
-        {
-          serverUrl: serverConfig.url,
-          clientId: clientInfo.client_id,
-          clientSecret: clientInfo.client_secret ?? '',
-          revocationEndpoint,
-          revocationEndpointAuthMethodsSupported,
-        },
-        oauthHeaders,
-      );
-    } catch (error) {
-      logger.error(`Error revoking OAuth refresh token for ${serverName}:`, error);
-    }
-  }
-
-  // 4. delete tokens from the DB after revocation attempts
-  await MCPTokenStorage.deleteUserTokens({
-    userId,
-    serverName,
-    deleteToken: async (filter) => {
-      await Token.deleteOne(filter);
-    },
-  });
-
-  // 5. clear the flow state for the OAuth tokens
-  const flowsCache = getLogStores(CacheKeys.FLOWS);
-  const flowManager = getFlowStateManager(flowsCache);
-  const flowId = MCPOAuthHandler.generateFlowId(userId, serverName);
-  await flowManager.deleteFlow(flowId, 'mcp_get_tokens');
-  await flowManager.deleteFlow(flowId, 'mcp_oauth');
-};
-
 module.exports = {
   getUserController,
   getTermsStatusController,

api/server/controllers/agents/__tests__/callbacks.spec.js

@@ -1,342 +0,0 @@
-const { Tools } = require('librechat-data-provider');
-
-// Mock all dependencies before requiring the module
-jest.mock('nanoid', () => ({
-  nanoid: jest.fn(() => 'mock-id'),
-}));
-
-jest.mock('@librechat/api', () => ({
-  sendEvent: jest.fn(),
-}));
-
-jest.mock('@librechat/data-schemas', () => ({
-  logger: {
-    error: jest.fn(),
-  },
-}));
-
-jest.mock('@librechat/agents', () => ({
-  EnvVar: { CODE_API_KEY: 'CODE_API_KEY' },
-  Providers: { GOOGLE: 'google' },
-  GraphEvents: {},
-  getMessageId: jest.fn(),
-  ToolEndHandler: jest.fn(),
-  handleToolCalls: jest.fn(),
-  ChatModelStreamHandler: jest.fn(),
-}));
-
-jest.mock('~/server/services/Files/Citations', () => ({
-  processFileCitations: jest.fn(),
-}));
-
-jest.mock('~/server/services/Files/Code/process', () => ({
-  processCodeOutput: jest.fn(),
-}));
-
-jest.mock('~/server/services/Tools/credentials', () => ({
-  loadAuthValues: jest.fn(),
-}));
-
-jest.mock('~/server/services/Files/process', () => ({
-  saveBase64Image: jest.fn(),
-}));
-
-describe('createToolEndCallback', () => {
-  let req, res, artifactPromises, createToolEndCallback;
-  let logger;
-
-  beforeEach(() => {
-    jest.clearAllMocks();
-
-    // Get the mocked logger
-    logger = require('@librechat/data-schemas').logger;
-
-    // Now require the module after all mocks are set up
-    const callbacks = require('../callbacks');
-    createToolEndCallback = callbacks.createToolEndCallback;
-
-    req = {
-      user: { id: 'user123' },
-    };
-    res = {
-      headersSent: false,
-      write: jest.fn(),
-    };
-    artifactPromises = [];
-  });
-
-  describe('ui_resources artifact handling', () => {
-    it('should process ui_resources artifact and return attachment when headers not sent', async () => {
-      const toolEndCallback = createToolEndCallback({ req, res, artifactPromises });
-
-      const output = {
-        tool_call_id: 'tool123',
-        artifact: {
-          [Tools.ui_resources]: {
-            data: {
-              0: { type: 'button', label: 'Click me' },
-              1: { type: 'input', placeholder: 'Enter text' },
-            },
-          },
-        },
-      };
-
-      const metadata = {
-        run_id: 'run456',
-        thread_id: 'thread789',
-      };
-
-      await toolEndCallback({ output }, metadata);
-
-      // Wait for all promises to resolve
-      const results = await Promise.all(artifactPromises);
-
-      // When headers are not sent, it returns attachment without writing
-      expect(res.write).not.toHaveBeenCalled();
-
-      const attachment = results[0];
-      expect(attachment).toEqual({
-        type: Tools.ui_resources,
-        messageId: 'run456',
-        toolCallId: 'tool123',
-        conversationId: 'thread789',
-        [Tools.ui_resources]: {
-          0: { type: 'button', label: 'Click me' },
-          1: { type: 'input', placeholder: 'Enter text' },
-        },
-      });
-    });
-
-    it('should write to response when headers are already sent', async () => {
-      res.headersSent = true;
-      const toolEndCallback = createToolEndCallback({ req, res, artifactPromises });
-
-      const output = {
-        tool_call_id: 'tool123',
-        artifact: {
-          [Tools.ui_resources]: {
-            data: {
-              0: { type: 'carousel', items: [] },
-            },
-          },
-        },
-      };
-
-      const metadata = {
-        run_id: 'run456',
-        thread_id: 'thread789',
-      };
-
-      await toolEndCallback({ output }, metadata);
-      const results = await Promise.all(artifactPromises);
-
-      expect(res.write).toHaveBeenCalled();
-      expect(results[0]).toEqual({
-        type: Tools.ui_resources,
-        messageId: 'run456',
-        toolCallId: 'tool123',
-        conversationId: 'thread789',
-        [Tools.ui_resources]: {
-          0: { type: 'carousel', items: [] },
-        },
-      });
-    });
-
-    it('should handle errors when processing ui_resources', async () => {
-      const toolEndCallback = createToolEndCallback({ req, res, artifactPromises });
-
-      // Mock res.write to throw an error
-      res.headersSent = true;
-      res.write.mockImplementation(() => {
-        throw new Error('Write failed');
-      });
-
-      const output = {
-        tool_call_id: 'tool123',
-        artifact: {
-          [Tools.ui_resources]: {
-            data: {
-              0: { type: 'test' },
-            },
-          },
-        },
-      };
-
-      const metadata = {
-        run_id: 'run456',
-        thread_id: 'thread789',
-      };
-
-      await toolEndCallback({ output }, metadata);
-      const results = await Promise.all(artifactPromises);
-
-      expect(logger.error).toHaveBeenCalledWith(
-        'Error processing artifact content:',
-        expect.any(Error),
-      );
-      expect(results[0]).toBeNull();
-    });
-
-    it('should handle multiple artifacts including ui_resources', async () => {
-      const toolEndCallback = createToolEndCallback({ req, res, artifactPromises });
-
-      const output = {
-        tool_call_id: 'tool123',
-        artifact: {
-          [Tools.ui_resources]: {
-            data: {
-              0: { type: 'chart', data: [] },
-            },
-          },
-          [Tools.web_search]: {
-            results: ['result1', 'result2'],
-          },
-        },
-      };
-
-      const metadata = {
-        run_id: 'run456',
-        thread_id: 'thread789',
-      };
-
-      await toolEndCallback({ output }, metadata);
-      const results = await Promise.all(artifactPromises);
-
-      // Both ui_resources and web_search should be processed
-      expect(artifactPromises).toHaveLength(2);
-      expect(results).toHaveLength(2);
-
-      // Check ui_resources attachment
-      const uiResourceAttachment = results.find((r) => r?.type === Tools.ui_resources);
-      expect(uiResourceAttachment).toBeTruthy();
-      expect(uiResourceAttachment[Tools.ui_resources]).toEqual({
-        0: { type: 'chart', data: [] },
-      });
-
-      // Check web_search attachment
-      const webSearchAttachment = results.find((r) => r?.type === Tools.web_search);
-      expect(webSearchAttachment).toBeTruthy();
-      expect(webSearchAttachment[Tools.web_search]).toEqual({
-        results: ['result1', 'result2'],
-      });
-    });
-
-    it('should not process artifacts when output has no artifacts', async () => {
-      const toolEndCallback = createToolEndCallback({ req, res, artifactPromises });
-
-      const output = {
-        tool_call_id: 'tool123',
-        content: 'Some regular content',
-        // No artifact property
-      };
-
-      const metadata = {
-        run_id: 'run456',
-        thread_id: 'thread789',
-      };
-
-      await toolEndCallback({ output }, metadata);
-
-      expect(artifactPromises).toHaveLength(0);
-      expect(res.write).not.toHaveBeenCalled();
-    });
-  });
-
-  describe('edge cases', () => {
-    it('should handle empty ui_resources data object', async () => {
-      const toolEndCallback = createToolEndCallback({ req, res, artifactPromises });
-
-      const output = {
-        tool_call_id: 'tool123',
-        artifact: {
-          [Tools.ui_resources]: {
-            data: {},
-          },
-        },
-      };
-
-      const metadata = {
-        run_id: 'run456',
-        thread_id: 'thread789',
-      };
-
-      await toolEndCallback({ output }, metadata);
-      const results = await Promise.all(artifactPromises);
-
-      expect(results[0]).toEqual({
-        type: Tools.ui_resources,
-        messageId: 'run456',
-        toolCallId: 'tool123',
-        conversationId: 'thread789',
-        [Tools.ui_resources]: {},
-      });
-    });
-
-    it('should handle ui_resources with complex nested data', async () => {
-      const toolEndCallback = createToolEndCallback({ req, res, artifactPromises });
-
-      const complexData = {
-        0: {
-          type: 'form',
-          fields: [
-            { name: 'field1', type: 'text', required: true },
-            { name: 'field2', type: 'select', options: ['a', 'b', 'c'] },
-          ],
-          nested: {
-            deep: {
-              value: 123,
-              array: [1, 2, 3],
-            },
-          },
-        },
-      };
-
-      const output = {
-        tool_call_id: 'tool123',
-        artifact: {
-          [Tools.ui_resources]: {
-            data: complexData,
-          },
-        },
-      };
-
-      const metadata = {
-        run_id: 'run456',
-        thread_id: 'thread789',
-      };
-
-      await toolEndCallback({ output }, metadata);
-      const results = await Promise.all(artifactPromises);
-
-      expect(results[0][Tools.ui_resources]).toEqual(complexData);
-    });
-
-    it('should handle when output is undefined', async () => {
-      const toolEndCallback = createToolEndCallback({ req, res, artifactPromises });
-
-      const metadata = {
-        run_id: 'run456',
-        thread_id: 'thread789',
-      };
-
-      await toolEndCallback({ output: undefined }, metadata);
-
-      expect(artifactPromises).toHaveLength(0);
-      expect(res.write).not.toHaveBeenCalled();
-    });
-
-    it('should handle when data parameter is undefined', async () => {
-      const toolEndCallback = createToolEndCallback({ req, res, artifactPromises });
-
-      const metadata = {
-        run_id: 'run456',
-        thread_id: 'thread789',
-      };
-
-      await toolEndCallback(undefined, metadata);
-
-      expect(artifactPromises).toHaveLength(0);
-      expect(res.write).not.toHaveBeenCalled();
-    });
-  });
-});

api/server/controllers/agents/__tests__/v1.spec.js

@@ -158,7 +158,7 @@ describe('duplicateAgent', () => {
     });
   });
 
-  it('should convert `tool_resources.ocr` to `tool_resources.context`', async () => {
+  it('should handle tool_resources.ocr correctly', async () => {
     const mockAgent = {
       id: 'agent_123',
       name: 'Test Agent',
@@ -178,7 +178,7 @@ describe('duplicateAgent', () => {
     expect(createAgent).toHaveBeenCalledWith(
       expect.objectContaining({
         tool_resources: {
-          context: { enabled: true, config: 'test' },
+          ocr: { enabled: true, config: 'test' },
         },
       }),
     );

api/server/controllers/agents/callbacks.js

@@ -246,7 +246,6 @@ function createToolEndCallback({ req, res, artifactPromises }) {
           const attachment = await processFileCitations({
             user,
             metadata,
-            appConfig: req.config,
             toolArtifact: output.artifact,
             toolCallId: output.tool_call_id,
           });
@@ -265,30 +264,6 @@ function createToolEndCallback({ req, res, artifactPromises }) {
       );
     }
 
-    // TODO: a lot of duplicated code in createToolEndCallback
-    // we should refactor this to use a helper function in a follow-up PR
-    if (output.artifact[Tools.ui_resources]) {
-      artifactPromises.push(
-        (async () => {
-          const attachment = {
-            type: Tools.ui_resources,
-            messageId: metadata.run_id,
-            toolCallId: output.tool_call_id,
-            conversationId: metadata.thread_id,
-            [Tools.ui_resources]: output.artifact[Tools.ui_resources].data,
-          };
-          if (!res.headersSent) {
-            return attachment;
-          }
-          res.write(`event: attachment\ndata: ${JSON.stringify(attachment)}\n\n`);
-          return attachment;
-        })().catch((error) => {
-          logger.error('Error processing artifact content:', error);
-          return null;
-        }),
-      );
-    }
-
     if (output.artifact[Tools.web_search]) {
       artifactPromises.push(
         (async () => {