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feat(sandbox): add MCP box integration on top of sandbox base (#2083)
This commit is contained in:
@@ -1,6 +1,7 @@
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from __future__ import annotations
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import enum
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import os
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import typing
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from contextlib import AsyncExitStack
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import traceback
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@@ -9,11 +10,13 @@ import sqlalchemy
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import asyncio
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import httpx
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import pydantic
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import uuid as uuid_module
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from mcp import ClientSession, StdioServerParameters
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from mcp.client.stdio import stdio_client
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from mcp.client.sse import sse_client
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from mcp.client.streamable_http import streamable_http_client
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from mcp.client.websocket import websocket_client
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from .. import loader
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from ....core import app
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@@ -28,6 +31,39 @@ class MCPSessionStatus(enum.Enum):
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ERROR = 'error'
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class MCPSessionErrorPhase(enum.Enum):
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"""Which phase of the MCP lifecycle failed."""
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SESSION_CREATE = 'session_create'
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DEP_INSTALL = 'dep_install'
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PROCESS_START = 'process_start'
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RELAY_CONNECT = 'relay_connect'
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MCP_INIT = 'mcp_init'
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RUNTIME = 'runtime'
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TOOL_CALL = 'tool_call'
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_VENV_DIRS = frozenset({'.venv', 'venv', 'env', '.env'})
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_VENV_BIN_DIRS = frozenset({'bin', 'Scripts'})
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class MCPServerBoxConfig(pydantic.BaseModel):
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"""Structured configuration for running an MCP server inside a Box container."""
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image: str | None = None
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network: str = 'on' # MCP servers need network for dependency installation
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host_path: str | None = None
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host_path_mode: str = 'ro' # MCP servers default to read-only mount
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env: dict[str, str] = pydantic.Field(default_factory=dict)
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startup_timeout_sec: int = 120 # Longer default to allow pip install
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cpus: float | None = None
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memory_mb: int | None = None
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pids_limit: int | None = None
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read_only_rootfs: bool | None = None
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model_config = pydantic.ConfigDict(extra='ignore')
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class RuntimeMCPSession:
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"""运行时 MCP 会话"""
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@@ -58,6 +94,10 @@ class RuntimeMCPSession:
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error_message: str | None = None
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error_phase: MCPSessionErrorPhase | None = None
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retry_count: int = 0
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def __init__(self, server_name: str, server_config: dict, enable: bool, ap: app.Application):
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self.server_name = server_name
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self.server_uuid = server_config.get('uuid', '')
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@@ -75,7 +115,14 @@ class RuntimeMCPSession:
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self._shutdown_event = asyncio.Event()
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self._ready_event = asyncio.Event()
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# Parse box config once
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self.box_config = MCPServerBoxConfig.model_validate(server_config.get('box', {}))
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async def _init_stdio_python_server(self):
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if self._uses_box_stdio():
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await self._init_box_stdio_server()
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return
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server_params = StdioServerParameters(
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command=self.server_config['command'],
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args=self.server_config['args'],
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@@ -90,6 +137,68 @@ class RuntimeMCPSession:
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await self.session.initialize()
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async def _init_box_stdio_server(self):
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box_service = self.ap.box_service
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session_id = self._build_box_session_id()
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host_path = self._resolve_host_path()
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session_payload = self._build_box_session_payload(session_id, host_path)
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# Phase: session creation
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try:
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await box_service.create_session(
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session_payload,
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)
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except Exception:
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self.error_phase = MCPSessionErrorPhase.SESSION_CREATE
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raise
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# Phase: dependency installation
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if host_path:
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install_cmd = self._detect_install_command(host_path)
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if install_cmd:
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self.ap.logger.info(
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f'MCP server {self.server_name}: installing dependencies in Box with: {install_cmd}'
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)
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exec_payload = dict(session_payload)
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exec_payload['cmd'] = install_cmd
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exec_payload['timeout_sec'] = self.box_config.startup_timeout_sec or 120
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try:
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result = await box_service.client.execute(box_service.build_spec(exec_payload))
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except Exception:
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self.error_phase = MCPSessionErrorPhase.DEP_INSTALL
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raise
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if not result.ok:
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self.error_phase = MCPSessionErrorPhase.DEP_INSTALL
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stderr_preview = (result.stderr or '')[:500]
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raise Exception(f'Dependency install failed (exit code {result.exit_code}): {stderr_preview}')
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# Phase: managed process start
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try:
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await box_service.start_managed_process(
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session_id,
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self._build_box_process_payload(host_path),
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)
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except Exception:
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self.error_phase = MCPSessionErrorPhase.PROCESS_START
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raise
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# Phase: WebSocket relay connection
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try:
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websocket_url = box_service.get_managed_process_websocket_url(session_id)
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transport = await self.exit_stack.enter_async_context(websocket_client(websocket_url))
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read_stream, write_stream = transport
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self.session = await self.exit_stack.enter_async_context(ClientSession(read_stream, write_stream))
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except Exception:
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self.error_phase = MCPSessionErrorPhase.RELAY_CONNECT
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raise
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# Phase: MCP protocol initialization
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try:
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await self.session.initialize()
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except Exception:
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self.error_phase = MCPSessionErrorPhase.MCP_INIT
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raise
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async def _init_sse_server(self):
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sse_transport = await self.exit_stack.enter_async_context(
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sse_client(
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@@ -124,8 +233,11 @@ class RuntimeMCPSession:
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await self.session.initialize()
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_MAX_RETRIES = 3
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_RETRY_DELAYS = [2, 4, 8]
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async def _lifecycle_loop(self):
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"""在后台任务中管理整个MCP会话的生命周期"""
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"""Manage the full MCP session lifecycle in a background task."""
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try:
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if self.server_config['mode'] == 'stdio':
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await self._init_stdio_python_server()
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@@ -134,49 +246,125 @@ class RuntimeMCPSession:
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elif self.server_config['mode'] == 'http':
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await self._init_streamable_http_server()
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else:
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raise ValueError(f'无法识别 MCP 服务器类型: {self.server_name}: {self.server_config}')
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raise ValueError(f'Unknown MCP server mode: {self.server_name}: {self.server_config}')
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await self.refresh()
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self.status = MCPSessionStatus.CONNECTED
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# 通知start()方法连接已建立
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# Notify start() that connection is established
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self._ready_event.set()
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# 等待shutdown信号
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await self._shutdown_event.wait()
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# Wait for shutdown signal, with optional health monitoring for Box stdio
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if self._uses_box_stdio():
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monitor_task = asyncio.create_task(self._monitor_box_process_health())
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shutdown_task = asyncio.create_task(self._shutdown_event.wait())
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done, pending = await asyncio.wait(
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[shutdown_task, monitor_task],
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return_when=asyncio.FIRST_COMPLETED,
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)
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for task in pending:
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task.cancel()
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for task in done:
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if task is monitor_task and not self._shutdown_event.is_set():
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self.error_phase = MCPSessionErrorPhase.RUNTIME
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raise Exception('Box managed process exited unexpectedly')
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else:
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await self._shutdown_event.wait()
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except Exception as e:
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self.status = MCPSessionStatus.ERROR
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self.error_message = str(e)
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self.ap.logger.error(f'Error in MCP session lifecycle {self.server_name}: {e}\n{traceback.format_exc()}')
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# 即使出错也要设置ready事件,让start()方法知道初始化已完成
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self._ready_event.set()
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# Do NOT set _ready_event here — let _lifecycle_loop_with_retry
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# handle retries first. It will set the event when all retries
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# are exhausted or on success.
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raise # Re-raise so _lifecycle_loop_with_retry can catch it
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finally:
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# 在同一个任务中清理所有资源
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# Clean up all resources in the same task
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try:
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if self.exit_stack:
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await self.exit_stack.aclose()
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self.exit_stack = AsyncExitStack()
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self.functions.clear()
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self.session = None
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except Exception as e:
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self.ap.logger.error(f'Error cleaning up MCP session {self.server_name}: {e}\n{traceback.format_exc()}')
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finally:
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await self._cleanup_box_stdio_session()
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async def _lifecycle_loop_with_retry(self):
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"""Wrap _lifecycle_loop with retry and exponential backoff."""
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for attempt in range(self._MAX_RETRIES + 1):
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try:
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await self._lifecycle_loop()
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return # Normal shutdown, don't retry
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except Exception as e:
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self.retry_count = attempt + 1
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if self._shutdown_event.is_set():
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return # Shutdown requested, don't retry
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if attempt >= self._MAX_RETRIES:
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self.status = MCPSessionStatus.ERROR
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self.error_message = f'Failed after {self._MAX_RETRIES + 1} attempts: {e}'
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self._ready_event.set()
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return
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delay = self._RETRY_DELAYS[attempt]
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self.ap.logger.warning(
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f'MCP session {self.server_name} failed (attempt {attempt + 1}), retrying in {delay}s: {e}'
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)
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await self._cleanup_box_stdio_session()
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# Reset status for retry
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self.status = MCPSessionStatus.CONNECTING
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self.error_message = None
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self.error_phase = None
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await asyncio.sleep(delay)
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_MONITOR_POLL_INTERVAL = 5
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_MONITOR_MAX_CONSECUTIVE_ERRORS = 3
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async def _monitor_box_process_health(self):
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"""Poll managed process status; return when process exits."""
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from langbot_plugin.box.models import BoxManagedProcessStatus
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session_id = self._build_box_session_id()
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consecutive_errors = 0
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while not self._shutdown_event.is_set():
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try:
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info = await self.ap.box_service.client.get_managed_process(session_id)
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if isinstance(info, dict):
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status = info.get('status', '')
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else:
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status = getattr(info, 'status', '')
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if status == BoxManagedProcessStatus.EXITED.value or status == BoxManagedProcessStatus.EXITED:
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return
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consecutive_errors = 0
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except Exception as exc:
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consecutive_errors += 1
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self.ap.logger.warning(
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f'MCP monitor for {self.server_name}: get_managed_process failed '
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f'({consecutive_errors}/{self._MONITOR_MAX_CONSECUTIVE_ERRORS}): '
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f'{type(exc).__name__}: {exc}'
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)
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if consecutive_errors >= self._MONITOR_MAX_CONSECUTIVE_ERRORS:
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return
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await asyncio.sleep(self._MONITOR_POLL_INTERVAL)
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async def start(self):
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if not self.enable:
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return
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# 创建后台任务来管理生命周期
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self._lifecycle_task = asyncio.create_task(self._lifecycle_loop())
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# Create background task for lifecycle management with retry
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self._lifecycle_task = asyncio.create_task(self._lifecycle_loop_with_retry())
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# 等待连接建立或失败(带超时)
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# Wait for connection or failure (with timeout)
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startup_timeout = self.box_config.startup_timeout_sec if self._uses_box_stdio() else 30.0
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try:
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await asyncio.wait_for(self._ready_event.wait(), timeout=30.0)
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await asyncio.wait_for(self._ready_event.wait(), timeout=startup_timeout)
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except asyncio.TimeoutError:
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self.status = MCPSessionStatus.ERROR
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raise Exception('Connection timeout after 30 seconds')
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raise Exception(f'Connection timeout after {startup_timeout} seconds')
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# 检查是否有错误
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# Check for errors
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if self.status == MCPSessionStatus.ERROR:
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raise Exception('Connection failed, please check URL')
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@@ -232,9 +420,11 @@ class RuntimeMCPSession:
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return self.functions
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def get_runtime_info_dict(self) -> dict:
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return {
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info = {
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'status': self.status.value,
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'error_message': self.error_message,
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'error_phase': self.error_phase.value if self.error_phase else None,
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'retry_count': self.retry_count,
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'tool_count': len(self.get_tools()),
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'tools': [
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{
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@@ -244,6 +434,10 @@ class RuntimeMCPSession:
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for tool in self.get_tools()
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],
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}
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if self._uses_box_stdio():
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info['box_session_id'] = self._build_box_session_id()
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info['box_enabled'] = True
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return info
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async def shutdown(self):
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"""关闭会话并清理资源"""
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@@ -267,6 +461,182 @@ class RuntimeMCPSession:
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except Exception as e:
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self.ap.logger.error(f'Error shutting down MCP session {self.server_name}: {e}\n{traceback.format_exc()}')
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def _uses_box_stdio(self) -> bool:
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"""Check whether this stdio MCP server should run inside a Box container.
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Returns True when mode is stdio AND the Box runtime is available.
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An explicit ``box`` key in server_config is NOT required — if the
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runtime is reachable, stdio servers default to Box isolation.
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"""
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if self.server_config.get('mode') != 'stdio':
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return False
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try:
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return getattr(self.ap.box_service, 'available', False)
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except Exception:
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return False
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def _build_box_session_id(self) -> str:
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return f'mcp-{self.server_uuid}'
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def _rewrite_path(self, path: str, host_path: str | None) -> str:
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"""Rewrite host path prefix to container /workspace prefix."""
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if not host_path or not path:
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return path
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normalized_host = os.path.realpath(host_path)
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if path.startswith(normalized_host + '/'):
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return '/workspace' + path[len(normalized_host) :]
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if path == normalized_host:
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return '/workspace'
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return path
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def _infer_host_path(self) -> str | None:
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"""Try to infer host_path from command and args absolute paths.
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Detects virtualenv patterns (e.g. .venv/bin/python) and walks up
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to the project root rather than using the bin directory.
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"""
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candidates = []
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parts = [self.server_config.get('command', '')] + self.server_config.get('args', [])
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for part in parts:
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if not os.path.isabs(part):
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continue
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# Use the raw path for venv detection (before resolving symlinks)
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# because .venv/bin/python is often a symlink to the system python.
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if os.path.exists(part):
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directory = os.path.dirname(part)
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directory = self._unwrap_venv_path(directory)
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candidates.append(os.path.realpath(directory))
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if not candidates:
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return None
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common = os.path.commonpath(candidates)
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return common if common != '/' else None
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@staticmethod
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def _unwrap_venv_path(directory: str) -> str:
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"""If directory looks like a virtualenv bin dir, return the project root.
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Recognized patterns:
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/project/.venv/bin -> /project
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/project/venv/bin -> /project
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/project/.venv/Scripts -> /project (Windows)
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/project/env/bin -> /project
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"""
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parts = directory.replace('\\', '/').split('/')
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# Look for patterns like .../(.venv|venv|env)/(bin|Scripts)
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for i in range(len(parts) - 1, 0, -1):
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if parts[i] in _VENV_BIN_DIRS and i >= 1:
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venv_dir = parts[i - 1]
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if venv_dir in _VENV_DIRS:
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# Return everything before the venv directory
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project_root = '/'.join(parts[: i - 1])
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return project_root if project_root else '/'
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return directory
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def _resolve_host_path(self) -> str | None:
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"""Resolve the effective host_path: explicit config > inference."""
|
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return self.box_config.host_path or self._infer_host_path()
|
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@staticmethod
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def _detect_install_command(host_path: str) -> str | None:
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"""Detect how to install dependencies from the mounted project.
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Copies the project to a writable temp directory before installing,
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because /workspace may be mounted read-only and pip needs to write
|
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build artifacts in the source tree.
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"""
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# Use /opt instead of /tmp — /tmp is often a small tmpfs (64 MB)
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# and cannot hold the copied source tree plus pip build artifacts.
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_COPY_AND_INSTALL = (
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'mkdir -p /opt/_mcp_src'
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' && tar -C /workspace'
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' --exclude=.venv --exclude=.git --exclude=__pycache__'
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' --exclude=node_modules --exclude=.tox --exclude=.nox'
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' --exclude="*.egg-info" --exclude=.uv-cache'
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' -cf - .'
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' | tar -C /opt/_mcp_src -xf -'
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' && pip install --no-cache-dir /opt/_mcp_src'
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' && rm -rf /opt/_mcp_src'
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)
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_INSTALL_REQUIREMENTS = 'pip install --no-cache-dir -r /workspace/requirements.txt'
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||||
|
||||
if os.path.isfile(os.path.join(host_path, 'pyproject.toml')):
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return _COPY_AND_INSTALL
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if os.path.isfile(os.path.join(host_path, 'setup.py')):
|
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return _COPY_AND_INSTALL
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||||
if os.path.isfile(os.path.join(host_path, 'requirements.txt')):
|
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return _INSTALL_REQUIREMENTS
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return None
|
||||
|
||||
def _build_box_session_payload(self, session_id: str, host_path: str | None = None) -> dict:
|
||||
bc = self.box_config
|
||||
if host_path is None:
|
||||
host_path = self._resolve_host_path()
|
||||
|
||||
payload: dict[str, typing.Any] = {
|
||||
'session_id': session_id,
|
||||
'workdir': '/workspace',
|
||||
'env': bc.env,
|
||||
# MCP sessions need network for dependency install and writable rootfs
|
||||
'network': bc.network,
|
||||
'read_only_rootfs': bc.read_only_rootfs if bc.read_only_rootfs is not None else False,
|
||||
}
|
||||
if host_path:
|
||||
payload['host_path'] = host_path
|
||||
payload['host_path_mode'] = bc.host_path_mode
|
||||
for key in ('image', 'cpus', 'memory_mb', 'pids_limit'):
|
||||
val = getattr(bc, key)
|
||||
if val is not None:
|
||||
payload[key] = val if not isinstance(val, enum.Enum) else val.value
|
||||
return payload
|
||||
|
||||
def _build_box_process_payload(self, host_path: str | None = None) -> dict:
|
||||
if host_path is None:
|
||||
host_path = self._resolve_host_path()
|
||||
|
||||
command = self.server_config['command']
|
||||
args = self.server_config.get('args', [])
|
||||
cwd = '/workspace'
|
||||
|
||||
if host_path:
|
||||
# When host_path is resolved, we install deps in-container rather
|
||||
# than relying on the host venv. Rewrite paths so the container
|
||||
# sees /workspace/... but replace venv python with plain "python".
|
||||
command = self._rewrite_venv_command(command, host_path)
|
||||
args = [self._rewrite_path(a, host_path) for a in args]
|
||||
cwd = self._rewrite_path(cwd, host_path)
|
||||
|
||||
return {
|
||||
'command': command,
|
||||
'args': args,
|
||||
'env': self.server_config.get('env', {}),
|
||||
'cwd': cwd,
|
||||
}
|
||||
|
||||
def _rewrite_venv_command(self, command: str, host_path: str) -> str:
|
||||
"""Rewrite command: if it points to a venv python, use plain 'python'."""
|
||||
if not host_path or not command:
|
||||
return command
|
||||
normalized_host = os.path.realpath(host_path)
|
||||
if not command.startswith(normalized_host + '/'):
|
||||
return command
|
||||
# Check if command is a venv python interpreter
|
||||
rel = command[len(normalized_host) + 1 :] # e.g. ".venv/bin/python"
|
||||
parts = rel.replace('\\', '/').split('/')
|
||||
# Match patterns like .venv/bin/python*, venv/bin/python*, etc.
|
||||
if len(parts) >= 3 and parts[0] in _VENV_DIRS and parts[1] in _VENV_BIN_DIRS and parts[2].startswith('python'):
|
||||
return 'python'
|
||||
# Not a venv python — do normal path rewrite
|
||||
return self._rewrite_path(command, host_path)
|
||||
|
||||
async def _cleanup_box_stdio_session(self) -> None:
|
||||
if not self._uses_box_stdio():
|
||||
return
|
||||
|
||||
try:
|
||||
await self.ap.box_service.client.delete_session(self._build_box_session_id())
|
||||
except Exception as e:
|
||||
self.ap.logger.warning(f'Failed to cleanup Box session for MCP server {self.server_name}: {e}')
|
||||
|
||||
|
||||
# @loader.loader_class('mcp')
|
||||
class MCPLoader(loader.ToolLoader):
|
||||
@@ -332,7 +702,7 @@ class MCPLoader(loader.ToolLoader):
|
||||
Args:
|
||||
server_config: 服务器配置字典,必须包含:
|
||||
- name: 服务器名称
|
||||
- mode: 连接模式 (stdio/sse)
|
||||
- mode: 连接模式 (stdio/sse/http)
|
||||
- enable: 是否启用
|
||||
- extra_args: 额外的配置参数 (可选)
|
||||
"""
|
||||
@@ -431,12 +801,13 @@ class MCPLoader(loader.ToolLoader):
|
||||
"""获取所有服务器的信息"""
|
||||
info = {}
|
||||
for server_name, session in self.sessions.items():
|
||||
tools = session.get_tools()
|
||||
info[server_name] = {
|
||||
'name': server_name,
|
||||
'mode': session.server_config.get('mode'),
|
||||
'enable': session.enable,
|
||||
'tools_count': len(session.get_tools()),
|
||||
'tool_names': [f.name for f in session.get_tools()],
|
||||
'tools_count': len(tools),
|
||||
'tool_names': [f.name for f in tools],
|
||||
}
|
||||
return info
|
||||
|
||||
|
||||
Reference in New Issue
Block a user