diff --git a/api/package.json b/api/package.json
index 9d5eace50c..27ce4743b6 100644
--- a/api/package.json
+++ b/api/package.json
@@ -48,7 +48,7 @@
     "@langchain/google-genai": "^0.2.13",
     "@langchain/google-vertexai": "^0.2.13",
     "@langchain/textsplitters": "^0.1.0",
-    "@librechat/agents": "^2.4.58",
+    "@librechat/agents": "^2.4.59",
     "@librechat/api": "*",
     "@librechat/data-schemas": "*",
     "@node-saml/passport-saml": "^5.0.0",
diff --git a/package-lock.json b/package-lock.json
index 55bb1b1100..7ab3c94627 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -64,7 +64,7 @@
         "@langchain/google-genai": "^0.2.13",
         "@langchain/google-vertexai": "^0.2.13",
         "@langchain/textsplitters": "^0.1.0",
-        "@librechat/agents": "^2.4.58",
+        "@librechat/agents": "^2.4.59",
         "@librechat/api": "*",
         "@librechat/data-schemas": "*",
         "@node-saml/passport-saml": "^5.0.0",
@@ -19050,13 +19050,13 @@
       }
     },
     "node_modules/@langchain/langgraph": {
-      "version": "0.3.6",
-      "resolved": "https://registry.npmjs.org/@langchain/langgraph/-/langgraph-0.3.6.tgz",
-      "integrity": "sha512-TMRUEPb/eC5mS8XdY6gwLGX2druwFDxSWUQDXHHNsbrqhIrL3BPlw+UumjcKBQ8wvhk3gEspg4aHXGq8mAqbRA==",
+      "version": "0.3.7",
+      "resolved": "https://registry.npmjs.org/@langchain/langgraph/-/langgraph-0.3.7.tgz",
+      "integrity": "sha512-Cc0VUtuwFziCNqTNvD1QUNpMzhe9r8tTDIxFgpCwbF8oTNXxZ1tcd/iY9wr7gV5WhZm8DHEpZf3h4z3gFNeNMA==",
       "license": "MIT",
       "dependencies": {
         "@langchain/langgraph-checkpoint": "~0.0.18",
-        "@langchain/langgraph-sdk": "~0.0.32",
+        "@langchain/langgraph-sdk": "~0.0.90",
         "uuid": "^10.0.0",
         "zod": "^3.25.32"
       },
@@ -19102,9 +19102,9 @@
       }
     },
     "node_modules/@langchain/langgraph-sdk": {
-      "version": "0.0.89",
-      "resolved": "https://registry.npmjs.org/@langchain/langgraph-sdk/-/langgraph-sdk-0.0.89.tgz",
-      "integrity": "sha512-TFNFfhVxAljV4dFJa53otnT3Ox0uN24ZdW7AfV1rTPe4QTnonxlRGEUl3SSky1CaaVxYaHN9dJyn9zyhxr2jVQ==",
+      "version": "0.0.92",
+      "resolved": "https://registry.npmjs.org/@langchain/langgraph-sdk/-/langgraph-sdk-0.0.92.tgz",
+      "integrity": "sha512-YL3uPo4At0q96Jk1v7uPctpf/NuKYlbHuQzuS03lQDvvzkLNBmw6ZRKr8SFmgZwmiHz2CNMfBP21kmb9aq/9Ug==",
       "license": "MIT",
       "dependencies": {
         "@types/json-schema": "^7.0.15",
@@ -19114,7 +19114,8 @@
       },
       "peerDependencies": {
         "@langchain/core": ">=0.2.31 <0.4.0",
-        "react": "^18 || ^19"
+        "react": "^18 || ^19",
+        "react-dom": "^18 || ^19"
       },
       "peerDependenciesMeta": {
         "@langchain/core": {
@@ -19122,6 +19123,9 @@
         },
         "react": {
           "optional": true
+        },
+        "react-dom": {
+          "optional": true
         }
       }
     },
@@ -19343,9 +19347,9 @@
       }
     },
     "node_modules/@librechat/agents": {
-      "version": "2.4.58",
-      "resolved": "https://registry.npmjs.org/@librechat/agents/-/agents-2.4.58.tgz",
-      "integrity": "sha512-vQo1CE3Ea3qsPZByNwUhBkCwb4A3SrVoz0PmDdNWVQLZjPpxP2hPYB6wQ0GwUyfSVhgKZikw4/y8/RCW57Folg==",
+      "version": "2.4.59",
+      "resolved": "https://registry.npmjs.org/@librechat/agents/-/agents-2.4.59.tgz",
+      "integrity": "sha512-fgf5bAGGM/Qp6wcDitf1plDSyvVpe7C+VQMOLveqJG1sPSQjdGgCFdTGyL+rH56M7JEw1di/ab1BhpuFZcLT6g==",
       "license": "MIT",
       "dependencies": {
         "@langchain/anthropic": "^0.3.24",
@@ -19358,7 +19362,7 @@
         "@langchain/langgraph": "^0.3.4",
         "@langchain/mistralai": "^0.2.1",
         "@langchain/ollama": "^0.2.3",
-        "@langchain/openai": "^0.5.16",
+        "@langchain/openai": "^0.5.18",
         "@langchain/xai": "^0.0.3",
         "cheerio": "^1.0.0",
         "dotenv": "^16.4.7",
@@ -19894,10 +19898,27 @@
         }
       }
     },
+    "node_modules/@librechat/agents/node_modules/@langchain/openai": {
+      "version": "0.5.18",
+      "resolved": "https://registry.npmjs.org/@langchain/openai/-/openai-0.5.18.tgz",
+      "integrity": "sha512-CX1kOTbT5xVFNdtLjnM0GIYNf+P7oMSu+dGCFxxWRa3dZwWiuyuBXCm+dToUGxDLnsHuV1bKBtIzrY1mLq/A1Q==",
+      "license": "MIT",
+      "dependencies": {
+        "js-tiktoken": "^1.0.12",
+        "openai": "^5.3.0",
+        "zod": "^3.25.32"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "@langchain/core": ">=0.3.58 <0.4.0"
+      }
+    },
     "node_modules/@librechat/agents/node_modules/agent-base": {
-      "version": "7.1.3",
-      "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-7.1.3.tgz",
-      "integrity": "sha512-jRR5wdylq8CkOe6hei19GGZnxM6rBGwFl3Bg0YItGDimvjGtAvdZk4Pu6Cl4u4Igsws4a1fd1Vq3ezrhn4KmFw==",
+      "version": "7.1.4",
+      "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-7.1.4.tgz",
+      "integrity": "sha512-MnA+YT8fwfJPgBx3m60MNqakm30XOkyIoH1y6huTQvC0PwZG7ki8NacLBcrPbNoo8vEZy7Jpuk7+jMO+CUovTQ==",
       "license": "MIT",
       "engines": {
         "node": ">= 14"
@@ -19916,6 +19937,27 @@
         "node": ">= 14"
       }
     },
+    "node_modules/@librechat/agents/node_modules/openai": {
+      "version": "5.9.0",
+      "resolved": "https://registry.npmjs.org/openai/-/openai-5.9.0.tgz",
+      "integrity": "sha512-cmLC0pfqLLhBGxE4aZPyRPjydgYCncppV2ClQkKmW79hNjCvmzkfhz8rN5/YVDmjVQlFV+UsF1JIuNjNgeagyQ==",
+      "license": "Apache-2.0",
+      "bin": {
+        "openai": "bin/cli"
+      },
+      "peerDependencies": {
+        "ws": "^8.18.0",
+        "zod": "^3.23.8"
+      },
+      "peerDependenciesMeta": {
+        "ws": {
+          "optional": true
+        },
+        "zod": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/@librechat/agents/node_modules/uuid": {
       "version": "10.0.0",
       "resolved": "https://registry.npmjs.org/uuid/-/uuid-10.0.0.tgz",
@@ -46494,7 +46536,7 @@
         "typescript": "^5.0.4"
       },
       "peerDependencies": {
-        "@librechat/agents": "^2.4.58",
+        "@librechat/agents": "^2.4.59",
         "@librechat/data-schemas": "*",
         "@modelcontextprotocol/sdk": "^1.13.3",
         "axios": "^1.8.2",
diff --git a/package.json b/package.json
index 8789ee8841..2476067535 100644
--- a/package.json
+++ b/package.json
@@ -115,7 +115,6 @@
     "typescript-eslint": "^8.24.0"
   },
   "overrides": {
-    "@langchain/openai": "^0.5.16",
     "axios": "1.8.2",
     "elliptic": "^6.6.1",
     "mdast-util-gfm-autolink-literal": "2.0.0",
diff --git a/packages/api/package.json b/packages/api/package.json
index cb292a14f3..6043f62cf3 100644
--- a/packages/api/package.json
+++ b/packages/api/package.json
@@ -69,7 +69,7 @@
     "registry": "https://registry.npmjs.org/"
   },
   "peerDependencies": {
-    "@librechat/agents": "^2.4.58",
+    "@librechat/agents": "^2.4.59",
     "@librechat/data-schemas": "*",
     "@modelcontextprotocol/sdk": "^1.13.3",
     "axios": "^1.8.2",