diff --git a/api/package.json b/api/package.json
index 229f9527c..990f37815 100644
--- a/api/package.json
+++ b/api/package.json
@@ -49,7 +49,7 @@
     "@langchain/google-vertexai": "^0.2.13",
     "@langchain/openai": "^0.5.18",
     "@langchain/textsplitters": "^0.1.0",
-    "@librechat/agents": "^2.4.68",
+    "@librechat/agents": "^2.4.69",
     "@librechat/api": "*",
     "@librechat/data-schemas": "*",
     "@modelcontextprotocol/sdk": "^1.17.0",
diff --git a/package-lock.json b/package-lock.json
index 976742199..ee490258c 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -65,7 +65,7 @@
         "@langchain/google-vertexai": "^0.2.13",
         "@langchain/openai": "^0.5.18",
         "@langchain/textsplitters": "^0.1.0",
-        "@librechat/agents": "^2.4.68",
+        "@librechat/agents": "^2.4.69",
         "@librechat/api": "*",
         "@librechat/data-schemas": "*",
         "@modelcontextprotocol/sdk": "^1.17.0",
@@ -21276,13 +21276,13 @@
       }
     },
     "node_modules/@langchain/langgraph": {
-      "version": "0.3.11",
-      "resolved": "https://registry.npmjs.org/@langchain/langgraph/-/langgraph-0.3.11.tgz",
-      "integrity": "sha512-Lh8oga4ismQyw1NGZKoHPdeGke1g5HMF7V0nBlc5R7GnV8tfC6pdsXjiEH6sYsHsRDInfy8uQeob/BwEmMSSbQ==",
+      "version": "0.3.12",
+      "resolved": "https://registry.npmjs.org/@langchain/langgraph/-/langgraph-0.3.12.tgz",
+      "integrity": "sha512-4jKvfmxxgQyKnCvXdFbcKt6MdfaJoQ2WWqBR16o2E6D2RxqHvnLMMClZh4FSd6WYw39z5LGWvzRapFbRMqxu1A==",
       "license": "MIT",
       "dependencies": {
         "@langchain/langgraph-checkpoint": "~0.0.18",
-        "@langchain/langgraph-sdk": "~0.0.100",
+        "@langchain/langgraph-sdk": "~0.0.102",
         "uuid": "^10.0.0",
         "zod": "^3.25.32"
       },
@@ -21328,9 +21328,9 @@
       }
     },
     "node_modules/@langchain/langgraph-sdk": {
-      "version": "0.0.100",
-      "resolved": "https://registry.npmjs.org/@langchain/langgraph-sdk/-/langgraph-sdk-0.0.100.tgz",
-      "integrity": "sha512-mQuj0KgjD31Me+/W658OtdlOACOjgipWp/hF80OY4w4LqWCNIQWJBWMZ3f1/E8jpog/XBCROR37auFc7Fj+4Dw==",
+      "version": "0.0.104",
+      "resolved": "https://registry.npmjs.org/@langchain/langgraph-sdk/-/langgraph-sdk-0.0.104.tgz",
+      "integrity": "sha512-wUO6GMy65Y7DsWtjTJ3dA59enrZy2wN4o48AMYN7dF7u/PMXXYyBjBCKSzgVWqO6uWH2yNpyGDrcMwKuk5kQLA==",
       "license": "MIT",
       "dependencies": {
         "@types/json-schema": "^7.0.15",
@@ -21573,9 +21573,9 @@
       }
     },
     "node_modules/@librechat/agents": {
-      "version": "2.4.68",
-      "resolved": "https://registry.npmjs.org/@librechat/agents/-/agents-2.4.68.tgz",
-      "integrity": "sha512-05UhnUJJ6/I8KVkhJ9NrQcm3UKhA/cXG8yT2VU+QQRJoDf7qnt47DRBP87ZEWRGMLh2civq1OWQPW2BHf2eL4A==",
+      "version": "2.4.69",
+      "resolved": "https://registry.npmjs.org/@librechat/agents/-/agents-2.4.69.tgz",
+      "integrity": "sha512-Yt0rttqOaZQeZPIB68I8RdnU6SHeh0OJV5yEg8mx9EHTA7SnV/lOlDhn424aXdpMvYZYuxAt/Fev3jTC7qKiTg==",
       "license": "MIT",
       "dependencies": {
         "@langchain/anthropic": "^0.3.24",
@@ -22148,9 +22148,9 @@
       }
     },
     "node_modules/@librechat/agents/node_modules/openai": {
-      "version": "5.10.1",
-      "resolved": "https://registry.npmjs.org/openai/-/openai-5.10.1.tgz",
-      "integrity": "sha512-fq6xVfv1/gpLbsj8fArEt3b6B9jBxdhAK+VJ+bDvbUvNd+KTLlA3bnDeYZaBsGH9LUhJ1M1yXfp9sEyBLMx6eA==",
+      "version": "5.11.0",
+      "resolved": "https://registry.npmjs.org/openai/-/openai-5.11.0.tgz",
+      "integrity": "sha512-+AuTc5pVjlnTuA9zvn8rA/k+1RluPIx9AD4eDcnutv6JNwHHZxIhkFy+tmMKCvmMFDQzfA/r1ujvPWB19DQkYg==",
       "license": "Apache-2.0",
       "bin": {
         "openai": "bin/cli"
@@ -51414,7 +51414,7 @@
       },
       "peerDependencies": {
         "@langchain/core": "^0.3.62",
-        "@librechat/agents": "^2.4.68",
+        "@librechat/agents": "^2.4.69",
         "@librechat/data-schemas": "*",
         "@modelcontextprotocol/sdk": "^1.17.0",
         "axios": "^1.8.2",
diff --git a/packages/api/package.json b/packages/api/package.json
index 62f16900d..12bbd1824 100644
--- a/packages/api/package.json
+++ b/packages/api/package.json
@@ -70,7 +70,7 @@
   },
   "peerDependencies": {
     "@langchain/core": "^0.3.62",
-    "@librechat/agents": "^2.4.68",
+    "@librechat/agents": "^2.4.69",
     "@librechat/data-schemas": "*",
     "@modelcontextprotocol/sdk": "^1.17.0",
     "axios": "^1.8.2",