feat(mcp): enhance logging and initialize MCP clients in background (#5993)

* feat(mcp): enhance logging and initialize MCP clients in background

fixes: #5777

* rf

* fix(mcp): simplify MCP client initialization in background

* fix(mcp): update error message for MCP background initialization failure

astrbot/core/agent/mcp_client.py

@@ -144,10 +144,14 @@ class MCPClient:
 
         cfg = _prepare_config(mcp_server_config.copy())
 
-        def logging_callback(msg: str) -> None:
+        def logging_callback(
+            msg: str | mcp.types.LoggingMessageNotificationParams,
+        ) -> None:
             # Handle MCP service error logs
-            print(f"MCP Server {name} Error: {msg}")
-            self.server_errlogs.append(msg)
+            if isinstance(msg, mcp.types.LoggingMessageNotificationParams):
+                if msg.level in ("warning", "error", "critical", "alert", "emergency"):
+                    log_msg = f"[{msg.level.upper()}] {str(msg.data)}"
+                    self.server_errlogs.append(log_msg)
 
         if "url" in cfg:
             success, error_msg = await _quick_test_mcp_connection(cfg)
@@ -214,15 +218,24 @@ class MCPClient:
                 **cfg,
             )
 
-            def callback(msg: str) -> None:
+            def callback(msg: str | mcp.types.LoggingMessageNotificationParams) -> None:
                 # Handle MCP service error logs
-                self.server_errlogs.append(msg)
+                if isinstance(msg, mcp.types.LoggingMessageNotificationParams):
+                    if msg.level in (
+                        "warning",
+                        "error",
+                        "critical",
+                        "alert",
+                        "emergency",
+                    ):
+                        log_msg = f"[{msg.level.upper()}] {str(msg.data)}"
+                        self.server_errlogs.append(log_msg)
 
             stdio_transport = await self.exit_stack.enter_async_context(
                 mcp.stdio_client(
                     server_params,
                     errlog=LogPipe(
-                        level=logging.ERROR,
+                        level=logging.INFO,
                         logger=logger,
                         identifier=f"MCPServer-{name}",
                         callback=callback,

astrbot/core/provider/func_tool_manager.py

@@ -21,8 +21,8 @@ from astrbot.core.utils.astrbot_path import get_astrbot_data_path
 
 DEFAULT_MCP_CONFIG = {"mcpServers": {}}
 
-DEFAULT_MCP_INIT_TIMEOUT_SECONDS = 20.0
-DEFAULT_ENABLE_MCP_TIMEOUT_SECONDS = 30.0
+DEFAULT_MCP_INIT_TIMEOUT_SECONDS = 180.0
+DEFAULT_ENABLE_MCP_TIMEOUT_SECONDS = 180.0
 MCP_INIT_TIMEOUT_ENV = "ASTRBOT_MCP_INIT_TIMEOUT"
 ENABLE_MCP_TIMEOUT_ENV = "ASTRBOT_MCP_ENABLE_TIMEOUT"
 MAX_MCP_TIMEOUT_SECONDS = 300.0
@@ -417,9 +417,11 @@ class FunctionToolManager:
         for (name, cfg, _), result in zip(active_configs, results, strict=False):
             if isinstance(result, Exception):
                 if isinstance(result, MCPInitTimeoutError):
-                    logger.error(f"MCP 服务 {name} 初始化超时（{timeout_display}秒）")
+                    logger.error(
+                        f"Connected to MCP server {name} timeout ({timeout_display} seconds)"
+                    )
                 else:
-                    logger.error(f"MCP 服务 {name} 初始化失败: {result}")
+                    logger.error(f"Failed to initialize MCP server {name}: {result}")
                 self._log_safe_mcp_debug_config(cfg)
                 failed_services.append(name)
                 async with self._runtime_lock:
@@ -430,16 +432,18 @@ class FunctionToolManager:
 
         if failed_services:
             logger.warning(
-                f"以下 MCP 服务初始化失败: {', '.join(failed_services)}。"
-                f"请检查配置文件 mcp_server.json 和服务器可用性。"
+                f"The following MCP services failed to initialize: {', '.join(failed_services)}. "
+                f"Please check the mcp_server.json file and server availability."
             )
 
         summary = MCPInitSummary(
             total=len(active_configs), success=success_count, failed=failed_services
         )
-        logger.info(f"MCP 服务初始化完成: {summary.success}/{summary.total} 成功")
+        logger.info(
+            f"MCP services initialization completed: {summary.success}/{summary.total} successful, {len(summary.failed)} failed."
+        )
         if summary.total > 0 and summary.success == 0:
-            msg = "全部 MCP 服务初始化失败，请检查 mcp_server.json 配置和服务器可用性。"
+            msg = "All MCP services failed to initialize, please check the mcp_server.json and server availability."
             if raise_on_all_failed:
                 raise MCPAllServicesFailedError(msg)
             logger.error(msg)
@@ -461,7 +465,7 @@ class FunctionToolManager:
         async with self._runtime_lock:
             if name in self._mcp_server_runtime or name in self._mcp_starting:
                 logger.warning(
-                    f"MCP 服务 {name} 已在运行，忽略本次启用请求（timeout={timeout:g}）。"
+                    f"Connected to MCP server {name}, ignoring this startup request (timeout={timeout:g})."
                 )
                 self._log_safe_mcp_debug_config(cfg)
                 return
@@ -478,10 +482,10 @@ class FunctionToolManager:
             )
         except asyncio.TimeoutError as exc:
             raise MCPInitTimeoutError(
-                f"MCP 服务 {name} 初始化超时（{timeout:g} 秒）"
+                f"Connected to MCP server {name} timeout ({timeout:g} seconds)"
             ) from exc
         except Exception:
-            logger.error(f"初始化 MCP 客户端 {name} 失败", exc_info=True)
+            logger.error(f"Failed to initialize MCP client {name}", exc_info=True)
             raise
         finally:
             if mcp_client is None:
@@ -491,9 +495,9 @@ class FunctionToolManager:
         async def lifecycle() -> None:
             try:
                 await shutdown_event.wait()
-                logger.info(f"收到 MCP 客户端 {name} 终止信号")
+                logger.info(f"Received shutdown signal for MCP client {name}")
             except asyncio.CancelledError:
-                logger.debug(f"MCP 客户端 {name} 任务被取消")
+                logger.debug(f"MCP client {name} task was cancelled")
                 raise
             finally:
                 await self._terminate_mcp_client(name)
@@ -545,7 +549,7 @@ class FunctionToolManager:
             if strict:
                 raise MCPShutdownTimeoutError(pending_names, timeout)
             logger.warning(
-                "MCP 服务关闭超时（%s 秒），以下服务未完全关闭：%s",
+                "MCP server shutdown timeout (%s seconds), the following servers were not fully closed: %s",
                 f"{timeout:g}",
                 ", ".join(pending_names),
             )
@@ -568,7 +572,9 @@ class FunctionToolManager:
         try:
             await mcp_client.cleanup()
         except Exception as cleanup_exc:  # noqa: BLE001 - only log here
-            logger.error(f"清理 MCP 客户端资源 {name} 失败: {cleanup_exc}")
+            logger.error(
+                f"Failed to cleanup MCP client resources {name}: {cleanup_exc}"
+            )
 
     async def _init_mcp_client(self, name: str, config: dict) -> MCPClient:
         """初始化单个MCP客户端"""
@@ -602,7 +608,7 @@ class FunctionToolManager:
             )
             self.func_list.append(func_tool)
 
-        logger.info(f"已连接 MCP 服务 {name}, Tools: {tool_names}")
+        logger.info(f"Connected to MCP server {name}, Tools: {tool_names}")
         return mcp_client
 
     async def _terminate_mcp_client(self, name: str) -> None:
@@ -622,7 +628,7 @@ class FunctionToolManager:
             async with self._runtime_lock:
                 self._mcp_server_runtime.pop(name, None)
                 self._mcp_starting.discard(name)
-            logger.info(f"已关闭 MCP 服务 {name}")
+            logger.info(f"Disconnected from MCP server {name}")
             return
 
         # Runtime missing but stale tools may still exist after failed flows.

astrbot/core/provider/manager.py

@@ -79,6 +79,7 @@ class ProviderManager:
         self._provider_change_hooks: list[
             Callable[[str, ProviderType, str | None], None]
         ] = []
+        self._mcp_init_task: asyncio.Task | None = None
 
     def set_provider_change_callback(
         self,
@@ -330,24 +331,16 @@ class ProviderManager:
         if not self.curr_tts_provider_inst and self.tts_provider_insts:
             self.curr_tts_provider_inst = self.tts_provider_insts[0]
 
-        # 初始化 MCP Client 连接（等待完成以确保工具可用）
-        strict_mcp_init = os.getenv("ASTRBOT_MCP_INIT_STRICT", "").strip().lower() in {
-            "1",
-            "true",
-            "yes",
-            "on",
-        }
-        mcp_init_summary = await self.llm_tools.init_mcp_clients(
-            raise_on_all_failed=strict_mcp_init
-        )
-        if (
-            mcp_init_summary.total > 0
-            and mcp_init_summary.success == 0
-            and not strict_mcp_init
-        ):
-            logger.warning(
-                "MCP 服务全部初始化失败，系统将继续启动（可设置 "
-                "ASTRBOT_MCP_INIT_STRICT=1 以在此场景下中止启动）。"
+        async def _init_mcp_clients_bg() -> None:
+            try:
+                await self.llm_tools.init_mcp_clients()
+            except Exception:
+                logger.error("MCP init background task failed", exc_info=True)
+
+        if self._mcp_init_task is None or self._mcp_init_task.done():
+            self._mcp_init_task = asyncio.create_task(
+                _init_mcp_clients_bg(),
+                name="provider-manager:mcp-init",
             )
 
     def dynamic_import_provider(self, type: str) -> None:
@@ -817,6 +810,13 @@ class ProviderManager:
             await self.load_provider(new_config)
 
     async def terminate(self) -> None:
+        if self._mcp_init_task and not self._mcp_init_task.done():
+            self._mcp_init_task.cancel()
+            try:
+                await self._mcp_init_task
+            except asyncio.CancelledError:
+                pass
+
         for provider_inst in self.provider_insts:
             if hasattr(provider_inst, "terminate"):
                 await provider_inst.terminate()  # type: ignore