diff --git a/astrbot/_internal/protocols/acp/client.py b/astrbot/_internal/protocols/acp/client.py
index 57bbacaed..97c08d850 100644
--- a/astrbot/_internal/protocols/acp/client.py
+++ b/astrbot/_internal/protocols/acp/client.py
@@ -11,8 +11,8 @@ import asyncio
 import json
 from typing import Any
 
+from astrbot import logger
 from astrbot._internal.abc.acp.base_astrbot_acp_client import BaseAstrbotAcpClient
-from astrbot.core.utils.astrbot_path import logger
 
 log = logger
 
diff --git a/astrbot/_internal/protocols/lsp/client.py b/astrbot/_internal/protocols/lsp/client.py
index 0475eac4f..ffc0a49f4 100644
--- a/astrbot/_internal/protocols/lsp/client.py
+++ b/astrbot/_internal/protocols/lsp/client.py
@@ -12,7 +12,7 @@ import json
 from typing import Any
 
 from astrbot._internal.abc.lsp.base_astrbot_lsp_client import BaseAstrbotLspClient
-from astrbot.core.utils.astrbot_path import logger
+from astrbot import logger
 
 log = logger
 
diff --git a/astrbot/_internal/protocols/mcp/client.py b/astrbot/_internal/protocols/mcp/client.py
index 8aaf9cc88..9e72bbf20 100644
--- a/astrbot/_internal/protocols/mcp/client.py
+++ b/astrbot/_internal/protocols/mcp/client.py
@@ -6,7 +6,7 @@ import os
 import sys
 from contextlib import AsyncExitStack
 from datetime import timedelta
-from typing import Any
+from typing import Any, cast
 
 from tenacity import (
     before_sleep_log,
@@ -166,12 +166,12 @@ class McpClient(BaseAstrbotMcpClient):
         """True if MCP client has an active session."""
         return self.session is not None
 
-    async def list_tools(self) -> list[dict[str, Any]]:
+    async def list_tools(self) -> list[McpToolInfo]:
         """List all tools from connected MCP servers."""
         if not self.session:
             return []
         result = await self.list_tools_and_save()
-        return [
+        tools = [
             {
                 "name": tool.name,
                 "description": tool.description or "",
@@ -179,6 +179,7 @@ class McpClient(BaseAstrbotMcpClient):
             }
             for tool in result.tools
         ]
+        return cast(list[McpToolInfo], tools)
 
     async def call_tool(
         self,