diff --git a/pyproject.toml b/pyproject.toml
index 749e59a..583e332 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -2,11 +2,12 @@
 name = "MaiBotNapcatAdapter"
 version = "0.5.5"
 description = "A MaiBot adapter for Napcat"
+requires-python = ">=3.10"
 dependencies = [
     "aiohttp>=3.13.2",
     "asyncio>=4.0.0",
     "loguru>=0.7.3",
-    "maim-message>=0.5.7",
+    # maim-message - 使用本地开发版本，通过uv pip install -e手动安装
     "pillow>=12.0.0",
     "requests>=2.32.5",
     "rich>=14.2.0",
diff --git a/src/mmc_com_layer.py b/src/mmc_com_layer.py
index f2a5206..659b934 100644
--- a/src/mmc_com_layer.py
+++ b/src/mmc_com_layer.py
@@ -107,10 +107,10 @@ async def _legacy_message_handler_adapter(message: APIMessageBase, metadata: dic
 async def mmc_start_com():
     global router
     config = global_config.maibot_server
-    
+
     if config.enable_api_server and HAS_MESSAGE_CONVERTER:
         logger.info("使用 API-Server 模式连接 MaiBot")
-        
+
         # Create legacy adapter handler
         # We need to define the on_message callback here to bridge to send_handler
         async def on_message_bridge(message: APIMessageBase, metadata: Dict[str, Any]):
@@ -119,12 +119,12 @@ async def mmc_start_com():
             # receiver_info 包含消息接收者信息，需要提取到 group_info/user_info
             try:
                 from maim_message import MessageConverter
-                
+
                 legacy_message = MessageConverter.from_api_send(message)
                 msg_dict = legacy_message.to_dict()
-                
+
                 await send_handler.handle_message(msg_dict)
-                
+
             except Exception as e:
                 logger.error(f"消息桥接转换失败: {e}")
                 import traceback
@@ -134,14 +134,15 @@ async def mmc_start_com():
             url=config.base_url,
             api_key=config.api_key,
             platform=config.platform_name,
-            on_message=on_message_bridge
+            on_message=on_message_bridge,
+            custom_logger=custom_logger  # 传入自定义logger
         )
-        
+
         client = WebSocketClient(client_config)
         router = APIServerWrapper(client)
         message_send_instance.maibot_router = router
         await router.run()
-        
+
     else:
         logger.info("使用 Legacy WebSocket 模式连接 MaiBot")
         route_config = RouteConfig(