diff --git a/backend/app/utils/agent.py b/backend/app/utils/agent.py
index 549c96e12..7ed2fabd4 100644
--- a/backend/app/utils/agent.py
+++ b/backend/app/utils/agent.py
@@ -449,7 +449,7 @@ class ListenChatAgent(ChatAgent):
 
         # Clone tools and collect toolkits that need registration
         cloned_tools, toolkits_to_register = self._clone_tools()
-
+        
         new_agent = ListenChatAgent(
             api_task_id=self.api_task_id,
             agent_name=self.agent_name,
@@ -465,7 +465,6 @@ class ListenChatAgent(ChatAgent):
             response_terminators=self.response_terminators,
             scheduling_strategy=self.model_backend.scheduling_strategy.__name__,
             max_iteration=self.max_iteration,
-            agent_id=self.agent_id,
             stop_event=self.stop_event,
             tool_execution_timeout=self.tool_execution_timeout,
             mask_tool_output=self.mask_tool_output,
diff --git a/backend/app/utils/toolkit/notion_mcp_toolkit.py b/backend/app/utils/toolkit/notion_mcp_toolkit.py
index 36928aa0a..735193083 100644
--- a/backend/app/utils/toolkit/notion_mcp_toolkit.py
+++ b/backend/app/utils/toolkit/notion_mcp_toolkit.py
@@ -6,6 +6,25 @@ from app.component.environment import env
 from app.utils.toolkit.abstract_toolkit import AbstractToolkit
 from camel.toolkits.mcp_toolkit import MCPToolkit
 
+def _customize_function_parameters(schema: Dict[str, Any]) -> None:
+        r"""Customize function parameters for specific functions.
+
+        This method allows modifying parameter descriptions or other schema
+        attributes for specific functions.
+        """
+        function_info = schema.get("function", {})
+        function_name = function_info.get("name", "")
+        parameters = function_info.get("parameters", {})
+        properties = parameters.get("properties", {})
+        required = parameters.get("required", [])
+        
+        # Modify the notion-create-pages function to make parent optional
+        if function_name == "notion-create-pages":
+            required.remove("parent")
+            parameters["required"] = required
+            if "parent" in properties:
+                # Update the parent parameter description
+                properties["parent"]["description"] = "Optional. " + properties["parent"]["description"]
 
 class NotionMCPToolkit(MCPToolkit, AbstractToolkit):
 
@@ -33,68 +52,7 @@ class NotionMCPToolkit(MCPToolkit, AbstractToolkit):
                 }
             }
         }
-        super().__init__(config_dict=config_dict, timeout=timeout)
-
-    def get_tools(self) -> List[FunctionTool]:
-        r"""Returns a list of tools provided by the NotionMCPToolkit.
-
-        Returns:
-            List[FunctionTool]: List of available tools.
-        """
-        all_tools = []
-        for client in self.clients:
-            try:
-                original_build_schema = client._build_tool_schema
-
-                def create_wrapper(orig_func):
-                    def wrapper(mcp_tool):
-                        return self._build_custom_tool_schema(
-                            mcp_tool, orig_func
-                        )
-
-                    return wrapper
-
-                client._build_tool_schema = create_wrapper(  # type: ignore[method-assign]
-                    original_build_schema
-                )
-
-                client_tools = client.get_tools()
-                all_tools.extend(client_tools)
-
-                client._build_tool_schema = original_build_schema  # type: ignore[method-assign]
-
-            except Exception as e:
-                logger.error(f"Failed to get tools from client: {e}")
-        return all_tools
-
-    def _build_custom_tool_schema(self, mcp_tool, original_build_schema):
-        r"""Build tool schema with custom modifications."""
-        schema = original_build_schema(mcp_tool)
-        self._customize_function_parameters(schema)
-        return schema
-
-    def _customize_function_parameters(self, schema: Dict[str, Any]) -> None:
-        r"""Customize function parameters for specific functions.
-
-        This method allows modifying parameter descriptions or other schema
-        attributes for specific functions.
-        """
-        function_info = schema.get("function", {})
-        function_name = function_info.get("name", "")
-        parameters = function_info.get("parameters", {})
-        properties = parameters.get("properties", {})
-
-        # Modify the notion-create-pages function to make parent optional
-        if function_name == "notion-create-pages":
-            if "parent" in properties:
-                # Update the parent parameter description
-                properties["parent"]["description"] = (
-                    "Optional. The parent under which the new pages will be created. "
-                    "This can be a page (page_id), a database page (database_id), or "
-                    "a data source/collection under a database (data_source_id). "
-                    "If omitted, the new pages will be created as private pages at the workspace level. "
-                    "Use data_source_id when you have a collection:// URL from the fetch tool."
-                )
+        super().__init__(config_dict=config_dict, timeout=timeout)    
 
     @classmethod
     async def get_can_use_tools(cls, api_task_id: str) -> list[FunctionTool]:
@@ -104,6 +62,12 @@ class NotionMCPToolkit(MCPToolkit, AbstractToolkit):
             await toolkit.connect()
             # Use subclass implementation that inlines upstream processing
             all_tools = toolkit.get_tools()
+            tool_schema = [
+                item.get_openai_tool_schema() for item in all_tools
+            ]
+            #adjust tool schema
+            for item in tool_schema:
+                _customize_function_parameters(item)
             for item in all_tools:
                 setattr(item, "_toolkit_name", cls.__name__)
                 tools.append(item)
diff --git a/src/store/chatStore.ts b/src/store/chatStore.ts
index 8819f36f1..7b37f6af9 100644
--- a/src/store/chatStore.ts
+++ b/src/store/chatStore.ts
@@ -235,7 +235,9 @@ const chatStore = create<ChatStore>()(
 				apiModel = {
 					api_key: res.value,
 					model_type: cloud_model_type,
-					model_platform: cloud_model_type.includes('gpt') ? 'openai' : 'gemini',
+					model_platform: cloud_model_type.includes('gpt') ? 'openai' : 
+									cloud_model_type.includes('claude') ? 'anthropic' :
+									cloud_model_type.includes('gemini') ? 'gemini' : 'openai-compatible-model',
 					api_url: res.api_url,
 					extra_params: {}
 				}