diff --git a/api/server/controllers/agents/callbacks.js b/api/server/controllers/agents/callbacks.js
index 08166c1b3c..7baf13e4a5 100644
--- a/api/server/controllers/agents/callbacks.js
+++ b/api/server/controllers/agents/callbacks.js
@@ -283,16 +283,7 @@ function getDefaultHandlers({
     };
   }
 
-  handlers[GraphEvents.ON_AGENT_LOG] = {
-    handle: (_event, data) => {
-      const logFn = typeof logger[data.level] === 'function' ? logger[data.level] : logger.info;
-      logFn(`[agents:${data.scope}] ${data.message}`, {
-        ...data.data,
-        runId: data.runId,
-        agentId: data.agentId,
-      });
-    },
-  };
+  handlers[GraphEvents.ON_AGENT_LOG] = { handle: agentLogHandler };
 
   return handlers;
 }
@@ -717,6 +708,15 @@ function createResponsesToolEndCallback({ req, res, tracker, artifactPromises })
   };
 }
 
+function agentLogHandler(_event, data) {
+  const logFn = typeof logger[data.level] === 'function' ? logger[data.level] : logger.info;
+  logFn(`[agents:${data.scope}] ${data.message}`, {
+    ...data.data,
+    runId: data.runId,
+    agentId: data.agentId,
+  });
+}
+
 function markSummarizationUsage(usage, metadata) {
   const node = metadata?.langgraph_node;
   if (typeof node === 'string' && node.startsWith(GraphNodeKeys.SUMMARIZE)) {
@@ -725,8 +725,9 @@ function markSummarizationUsage(usage, metadata) {
 }
 
 module.exports = {
+  agentLogHandler,
   getDefaultHandlers,
   createToolEndCallback,
-  createResponsesToolEndCallback,
   markSummarizationUsage,
+  createResponsesToolEndCallback,
 };
diff --git a/api/server/controllers/agents/openai.js b/api/server/controllers/agents/openai.js
index 781e70e849..f1f0bc9f3b 100644
--- a/api/server/controllers/agents/openai.js
+++ b/api/server/controllers/agents/openai.js
@@ -25,6 +25,7 @@ const { loadAgentTools, loadToolsForExecution } = require('~/server/services/Too
 const {
   createToolEndCallback,
   markSummarizationUsage,
+  agentLogHandler,
 } = require('~/server/controllers/agents/callbacks');
 const { findAccessibleResources } = require('~/server/services/PermissionService');
 const db = require('~/models');
@@ -440,6 +441,7 @@ const OpenAIChatCompletionController = async (req, res) => {
       on_chain_stream: createHandler(),
       on_chain_end: createHandler(),
       on_agent_update: createHandler(),
+      on_agent_log: { handle: agentLogHandler },
       on_custom_event: createHandler(),
       // Event-driven tool execution handler
       on_tool_execute: createToolExecuteHandler(toolExecuteOptions),
diff --git a/api/server/controllers/agents/responses.js b/api/server/controllers/agents/responses.js
index a57bfdd35d..4b0142c441 100644
--- a/api/server/controllers/agents/responses.js
+++ b/api/server/controllers/agents/responses.js
@@ -32,8 +32,9 @@ const {
 } = require('@librechat/api');
 const {
   createResponsesToolEndCallback,
-  createToolEndCallback,
   markSummarizationUsage,
+  createToolEndCallback,
+  agentLogHandler,
 } = require('~/server/controllers/agents/callbacks');
 const { loadAgentTools, loadToolsForExecution } = require('~/server/services/ToolService');
 const { findAccessibleResources } = require('~/server/services/PermissionService');
@@ -50,16 +51,7 @@ function setAppConfig(config) {
   appConfig = config;
 }
 
-const agentLogHandler = {
-  handle: (_event, data) => {
-    const logFn = typeof logger[data.level] === 'function' ? logger[data.level] : logger.info;
-    logFn(`[agents:${data.scope}] ${data.message}`, {
-      ...data.data,
-      runId: data.runId,
-      agentId: data.agentId,
-    });
-  },
-};
+const agentLogHandlerObj = { handle: agentLogHandler };
 
 /**
  * Creates a tool loader function for the agent.
@@ -471,7 +463,7 @@ const createResponse = async (req, res) => {
         on_agent_update: { handle: () => {} },
         on_custom_event: { handle: () => {} },
         on_tool_execute: createToolExecuteHandler(toolExecuteOptions),
-        on_agent_log: agentLogHandler,
+        on_agent_log: agentLogHandlerObj,
         ...(summarizationConfig?.enabled !== false
           ? {
               on_summarize_start: {
@@ -657,7 +649,7 @@ const createResponse = async (req, res) => {
         on_agent_update: { handle: () => {} },
         on_custom_event: { handle: () => {} },
         on_tool_execute: createToolExecuteHandler(toolExecuteOptions),
-        on_agent_log: agentLogHandler,
+        on_agent_log: agentLogHandlerObj,
         ...(summarizationConfig?.enabled !== false
           ? {
               on_summarize_start: { handle: () => {} },