Files
LangBot/src/langbot/pkg/provider/tools/loaders/mcp_stdio.py
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2026-07-19 22:47:09 +08:00

590 lines
26 KiB
Python

from __future__ import annotations
import enum
import asyncio
import os
import shutil
import shlex
import threading
from contextlib import suppress, AsyncExitStack
from typing import TYPE_CHECKING, Any
import pydantic
from mcp import ClientSession
from mcp.client.websocket import websocket_client
from ....box.workspace import (
BoxWorkspaceSession,
classify_python_workspace,
infer_workspace_host_path,
normalize_host_path,
rewrite_mounted_path,
rewrite_venv_command,
unwrap_venv_path,
wrap_python_command_with_env,
)
if TYPE_CHECKING:
from .mcp import RuntimeMCPSession
_WORKSPACE_COPY_LOCKS: dict[str, threading.Lock] = {}
_WORKSPACE_COPY_LOCKS_GUARD = threading.Lock()
def _workspace_copy_lock(path: str) -> threading.Lock:
with _WORKSPACE_COPY_LOCKS_GUARD:
lock = _WORKSPACE_COPY_LOCKS.get(path)
if lock is None:
lock = threading.Lock()
_WORKSPACE_COPY_LOCKS[path] = lock
return lock
class MCPSessionErrorPhase(enum.Enum):
"""Which phase of the MCP lifecycle failed."""
SESSION_CREATE = 'session_create'
DEP_INSTALL = 'dep_install'
PROCESS_START = 'process_start'
RELAY_CONNECT = 'relay_connect'
MCP_INIT = 'mcp_init'
RUNTIME = 'runtime'
TOOL_CALL = 'tool_call'
# Stdio MCP refused because Box is disabled in config or currently
# unavailable. Not transient — retries would be pointless. The frontend
# uses this phase to render a localized actionable message instead of
# the raw RuntimeError text.
BOX_UNAVAILABLE = 'box_unavailable'
def _get_default_memory_mb(ap) -> int:
"""Read box.default_memory_mb from instance config (env: BOX__DEFAULT_MEMORY_MB).
Falls back to 1536 MB — a safe floor for Node.js V8 + WASM under nsjail.
Operators running memory-constrained hosts can lower this; those with large
machines can raise it. Individual MCP servers can still override via their
own box.memory_mb setting.
"""
try:
data = getattr(getattr(ap, 'instance_config', None), 'data', None)
if isinstance(data, dict):
return int(data.get('box', {}).get('default_memory_mb', 1536))
except (TypeError, ValueError):
pass
return 1536
class MCPServerBoxConfig(pydantic.BaseModel):
"""Structured configuration for running an MCP server inside a Box container."""
image: str | None = None
network: str = 'on' # MCP servers need network for dependency installation
host_path: str | None = None
host_path_mode: str = 'ro' # MCP servers default to read-write mount only when explicitly requested
env: dict[str, str] = pydantic.Field(default_factory=dict)
startup_timeout_sec: int = 300 # First Docker bootstrap may need to build a venv and install MCP deps.
cpus: float | None = None
memory_mb: int | None = None
pids_limit: int | None = None
read_only_rootfs: bool | None = None
model_config = pydantic.ConfigDict(extra='ignore')
_HANDSHAKE_ATTEMPT_TIMEOUT_SEC = 10.0
class _TransferredStack:
"""Adapts an already-populated AsyncExitStack into an async context manager
so ownership of its resources can be transferred into another exit stack.
Entering is a no-op; exiting closes the wrapped stack (and thus the live WS
transport + ClientSession) when the owning session shuts down."""
def __init__(self, stack: AsyncExitStack):
self._stack = stack
async def __aenter__(self):
return self
async def __aexit__(self, exc_type, exc, tb):
await self._stack.aclose()
return False
class _ColdStartRetry(Exception):
"""Signal: the managed process is alive but not yet answering the MCP
handshake because it is still cold-starting (e.g. `npx -y <pkg>` is still
installing). The outer lifecycle retry treats this like a transient
reconnect: it reuses the live process and does not count toward the fatal
retry budget, so a slow cold start is waited out rather than failing.
"""
class BoxStdioSessionRuntime:
"""Encapsulate Box-backed stdio MCP session orchestration."""
def __init__(self, owner: RuntimeMCPSession):
self.owner = owner
self.config = MCPServerBoxConfig.model_validate(owner.server_config.get('box', {}))
@property
def ap(self):
return self.owner.ap
@property
def server_name(self) -> str:
return self.owner.server_name
@property
def server_config(self) -> dict:
return self.owner.server_config
def _build_workspace(
self,
*,
host_path: str | None | object = ...,
workdir: str = '/workspace',
mount_path: str = '/workspace',
) -> BoxWorkspaceSession:
resolved_host_path = self.resolve_host_path() if host_path is ... else host_path
return BoxWorkspaceSession(
self.ap.box_service,
self.owner._build_box_session_id(),
host_path=resolved_host_path,
host_path_mode=self.config.host_path_mode,
workdir=workdir,
env=self.config.env,
mount_path=mount_path,
network=self.config.network,
read_only_rootfs=self.config.read_only_rootfs if self.config.read_only_rootfs is not None else False,
image=self.config.image,
cpus=self.config.cpus,
# Node.js runtimes (npx/bunx) reserve large virtual address space and
# load WebAssembly modules (llhttp) on startup; the default 512 MB
# cgroup_mem_max is too small and causes OOM kills (return_code=137).
# Auto-bump to 1024 MB when the runner is npx/bunx/pnpm dlx.
# Per-server override wins; global default comes from
# config.yaml box.default_memory_mb (env: BOX__DEFAULT_MEMORY_MB).
# Hard floor of 1536 MB: enough for Node.js V8 + WASM without OOM.
# Per-server override wins; global default from config.yaml
# box.default_memory_mb (env: BOX__DEFAULT_MEMORY_MB), hard floor
# of 1536 MB so Node.js V8 + WASM never OOM under nsjail.
memory_mb=(self.config.memory_mb or _get_default_memory_mb(self.ap)),
pids_limit=self.config.pids_limit,
persistent=True,
)
@property
def process_id(self) -> str:
"""Each MCP server gets a unique process_id within the shared session."""
return self.owner.server_uuid
def uses_box_stdio(self) -> bool:
if self.server_config.get('mode') != 'stdio':
return False
box_service = getattr(self.ap, 'box_service', None)
if box_service is None:
return False
# Transport selection follows operator intent, not momentary health.
# An enabled Box may be reconnecting; initialize() waits for it instead
# of falling through to unsandboxed host stdio or exhausting retries.
return bool(getattr(box_service, 'enabled', True))
async def initialize(self) -> None:
await self._wait_for_box_runtime()
# All stdio MCP servers share one Box session. Per-server host paths
# are staged into the shared workspace instead of becoming session
# mounts, because an existing Docker container cannot add bind mounts.
workspace = self._build_workspace(host_path=None)
host_path = self.resolve_host_path()
process_cwd = '/workspace'
install_cmd: str | None = None
try:
await workspace.create_session()
except Exception:
self.owner.error_phase = MCPSessionErrorPhase.SESSION_CREATE
raise
if host_path:
process_cwd = await self._stage_host_path_to_shared_workspace(host_path)
install_cmd = self.detect_install_command(host_path, process_cwd)
if install_cmd:
self.ap.logger.info(
f'MCP server {self.server_name}: installing dependencies in Box with: {install_cmd}'
)
try:
result = await workspace.execute_raw(
install_cmd,
workdir=process_cwd,
timeout_sec=self.config.startup_timeout_sec or 120,
)
except Exception:
self.owner.error_phase = MCPSessionErrorPhase.DEP_INSTALL
raise
if not result.ok:
self.owner.error_phase = MCPSessionErrorPhase.DEP_INSTALL
stderr_preview = (result.stderr or '')[:500]
raise Exception(f'Dependency install failed (exit code {result.exit_code}): {stderr_preview}')
# Reuse an already-running managed process instead of rebuilding it.
# The Box runtime keeps the managed process alive across a transient
# WebSocket transport drop, so on a reconnect we only need to re-attach
# the WS below. Rebuilding here would needlessly stop a healthy process
# and re-run the (slow, network-touching) dependency bootstrap.
if not await self._managed_process_is_running():
try:
process_workspace = (
self._build_workspace(host_path=host_path, workdir=process_cwd, mount_path=process_cwd)
if host_path
else workspace
)
payload = process_workspace.build_process_payload(
self.server_config['command'],
self.server_config.get('args', []),
env=self.server_config.get('env', {}),
cwd=process_cwd,
)
if install_cmd:
payload = self._wrap_process_payload_with_python_env(payload, process_cwd)
payload['process_id'] = self.process_id
await workspace.box_service.start_managed_process(workspace.session_id, payload)
except Exception:
self.owner.error_phase = MCPSessionErrorPhase.PROCESS_START
raise
else:
self.ap.logger.info(
f'MCP server {self.server_name}: reusing live managed process '
f'process_id={self.process_id} (transport reconnect)'
)
websocket_url = workspace.get_managed_process_websocket_url(self.process_id)
# Attach the WS transport + MCP session ONCE, on the owner's exit stack,
# in the same task as the serve loop that follows. websocket_client and
# ClientSession use anyio task groups whose cancel scope is bound to the
# frame/stack that entered them, so they must live on the owner exit
# stack (not a deferred/transferred one) or the streams close the moment
# initialize() returns and the next request fails with "Connection
# closed".
#
# A slow (`npx -y <pkg>`) cold start makes this single attempt fail
# while the process is still alive — the package is still installing and
# cannot answer the handshake. We surface that to the outer retry loop
# as a _ColdStartRetry: it must NOT stop the process (it is healthy and
# will be reused) and must NOT consume the fatal retry budget. The next
# attempt re-attaches to the same live process; once it has finished
# cold start the handshake succeeds and stays healthy.
try:
transport = await self.owner.exit_stack.enter_async_context(websocket_client(websocket_url))
read_stream, write_stream = transport
self.owner.session = await self.owner.exit_stack.enter_async_context(
ClientSession(read_stream, write_stream)
)
except Exception:
self.owner.error_phase = MCPSessionErrorPhase.RELAY_CONNECT
if not await self._managed_process_has_exited():
# Process is alive but not yet serving (cold start) — reconnect.
raise _ColdStartRetry(f'{self.server_name}: transport not ready during cold start')
raise
try:
await asyncio.wait_for(self.owner.session.initialize(), timeout=_HANDSHAKE_ATTEMPT_TIMEOUT_SEC)
except Exception as exc:
self.owner.error_phase = MCPSessionErrorPhase.MCP_INIT
if not await self._managed_process_has_exited():
raise _ColdStartRetry(
f'{self.server_name}: handshake not ready during cold start ({type(exc).__name__})'
)
raise
async def monitor_process_health(self) -> None:
from langbot_plugin.box.models import BoxManagedProcessStatus
workspace = self._build_workspace()
consecutive_errors = 0
while not self.owner._shutdown_event.is_set():
try:
info = await workspace.get_managed_process(self.process_id)
if isinstance(info, dict):
status = info.get('status', '')
else:
status = getattr(info, 'status', '')
if status == BoxManagedProcessStatus.EXITED.value or status == BoxManagedProcessStatus.EXITED:
return
consecutive_errors = 0
except Exception as exc:
consecutive_errors += 1
self.ap.logger.warning(
f'MCP monitor for {self.server_name}: get_managed_process failed '
f'({consecutive_errors}/{self.owner._MONITOR_MAX_CONSECUTIVE_ERRORS}): '
f'{type(exc).__name__}: {exc}'
)
if consecutive_errors >= self.owner._MONITOR_MAX_CONSECUTIVE_ERRORS:
return
# Capture stderr logs from the managed process
if isinstance(info, dict):
stderr_text = info.get('stderr', '') or info.get('stderr_preview', '')
else:
stderr_text = getattr(info, 'stderr', '') or getattr(info, 'stderr_preview', '')
if stderr_text and stderr_text != self.owner._last_stderr_text:
# Find new lines not in the previous snapshot
old_lines = set(self.owner._last_stderr_text.splitlines()) if self.owner._last_stderr_text else set()
new_lines = [l for l in stderr_text.splitlines() if l and l not in old_lines]
self.owner._last_stderr_text = stderr_text
import time as _time
for line in new_lines:
level = (
'error'
if any(k in line.upper() for k in ('ERROR', 'CRITICAL'))
else 'warning'
if 'WARNING' in line.upper()
else 'debug'
if 'DEBUG' in line.upper()
else 'info'
)
self.owner._log_buffer.append({'ts': _time.time(), 'level': level, 'text': line})
await asyncio.sleep(self.owner._MONITOR_POLL_INTERVAL)
async def _managed_process_is_running(self) -> bool:
"""Return True if this server's managed process exists and is running.
Used to decide whether initialize() must (re)start the process or can
simply re-attach the WebSocket transport to a process the Box runtime
kept alive across a transient transport drop.
"""
from langbot_plugin.box.models import BoxManagedProcessStatus
workspace = self._build_workspace()
try:
info = await workspace.get_managed_process(self.process_id)
except Exception:
return False
status = info.get('status', '') if isinstance(info, dict) else getattr(info, 'status', '')
return status in (BoxManagedProcessStatus.RUNNING.value, BoxManagedProcessStatus.RUNNING)
async def _managed_process_has_exited(self) -> bool:
"""Return True only if the process is DEFINITIVELY gone (reports EXITED).
Distinct from ``not _managed_process_is_running()``: a process that has
just been spawned may not yet report RUNNING, and a transient query
error is not proof of exit. During the cold-start handshake retry we
must NOT treat 'not yet running' or 'query failed' as a terminal
failure, or we bail out to the outer rebuild path and churn the
process (relay then rejects the early re-attach with HTTP 400). Only a
successful query that reports EXITED stops the retry loop.
"""
from langbot_plugin.box.models import BoxManagedProcessStatus
workspace = self._build_workspace()
try:
info = await workspace.get_managed_process(self.process_id)
except Exception:
# Unknown — treat as 'still coming up', not exited.
return False
status = info.get('status', '') if isinstance(info, dict) else getattr(info, 'status', '')
return status in (BoxManagedProcessStatus.EXITED.value, BoxManagedProcessStatus.EXITED)
async def _stage_host_path_to_shared_workspace(self, host_path: str) -> str:
source_path = normalize_host_path(host_path)
if not source_path:
return '/workspace'
if not os.path.isdir(source_path):
raise FileNotFoundError(f'MCP host_path does not exist or is not a directory: {host_path}')
self._validate_host_path(source_path)
shared_host_path = self._shared_workspace_host_path()
process_host_root = os.path.join(shared_host_path, '.mcp', self.process_id)
process_host_workspace = os.path.join(process_host_root, 'workspace')
await asyncio.to_thread(self._copy_workspace_tree, source_path, process_host_root, process_host_workspace)
return f'/workspace/.mcp/{self.process_id}/workspace'
def _validate_host_path(self, host_path: str) -> None:
self.ap.box_service.build_spec(
{
'session_id': f'mcp-validate-{self.process_id}',
'host_path': host_path,
'host_path_mode': self.config.host_path_mode,
'network': self.config.network,
'read_only_rootfs': self.config.read_only_rootfs if self.config.read_only_rootfs is not None else False,
}
)
def _shared_workspace_host_path(self) -> str:
default_workspace = getattr(self.ap.box_service, 'default_workspace', None)
if not default_workspace:
raise RuntimeError('Box default workspace is required for shared MCP host_path staging')
shared_host_path = normalize_host_path(default_workspace)
os.makedirs(shared_host_path, exist_ok=True)
return shared_host_path
@staticmethod
def _copy_workspace_tree(source_path: str, process_host_root: str, process_host_workspace: str) -> None:
# Docker-backed bootstrap writes root-owned runtime directories such as
# .venv/.tmp into the staged workspace. The host process may not be able
# to delete them, so refresh source files in place and preserve runtime
# directories instead of rmtree'ing the whole staging root.
with _workspace_copy_lock(process_host_root):
preserved_names = {'.venv', 'venv', 'env', '.cache', '.tmp', '.langbot'}
os.makedirs(process_host_workspace, exist_ok=True)
for name in os.listdir(process_host_workspace):
if name in preserved_names:
continue
path = os.path.join(process_host_workspace, name)
if os.path.isdir(path) and not os.path.islink(path):
shutil.rmtree(path, ignore_errors=True)
else:
# The entry may disappear between listdir and unlink if cleanup races us.
with suppress(FileNotFoundError):
os.unlink(path)
shutil.copytree(
source_path,
process_host_workspace,
symlinks=True,
dirs_exist_ok=True,
ignore=shutil.ignore_patterns(
'.git',
'__pycache__',
'.pytest_cache',
'.mypy_cache',
'.ruff_cache',
'.venv',
'venv',
'env',
'.cache',
'.tmp',
'.langbot',
),
)
async def _cleanup_staged_workspace(self) -> None:
if not self.resolve_host_path():
return
try:
process_host_root = os.path.join(self._shared_workspace_host_path(), '.mcp', self.process_id)
await asyncio.to_thread(shutil.rmtree, process_host_root, True)
except Exception as exc:
self.ap.logger.warning(
f'MCP server {self.server_name}: failed to clean staged workspace '
f'process_id={self.process_id}: {type(exc).__name__}: {exc}'
)
async def _wait_for_box_runtime(self) -> None:
timeout_sec = max(float(self.config.startup_timeout_sec or 120), 1.0)
deadline = asyncio.get_running_loop().time() + timeout_sec
warned = False
while not getattr(self.ap.box_service, 'available', False):
if not warned:
self.ap.logger.warning(
f'MCP server {self.server_name}: waiting for Box runtime before starting stdio process'
)
warned = True
if asyncio.get_running_loop().time() >= deadline:
self.owner.error_phase = MCPSessionErrorPhase.SESSION_CREATE
raise Exception(f'Box runtime is not available after {int(timeout_sec)} seconds')
await asyncio.sleep(1)
async def cleanup_session(self) -> None:
if not self.uses_box_stdio():
return
workspace = self._build_workspace(host_path=None)
# Transient config-page tests now share the same 'mcp-shared' Box
# session as live servers, so we must NOT tear the session down here —
# that would kill every other MCP server in the container. A test is
# isolated at the process level: it ran under its own process_id, so we
# stop only that process, exactly like a live server does below. The
# shared session and all other servers' live processes are untouched.
# (Staged per-test workspace files are still cleaned up.)
if getattr(self.owner, 'is_transient', False):
try:
await workspace.stop_managed_process(self.process_id)
except Exception as exc:
self.ap.logger.warning(
f'MCP server {self.server_name}: failed to stop transient test process '
f'process_id={self.process_id}: {type(exc).__name__}: {exc}'
)
await self._cleanup_staged_workspace()
return
# In the shared-session model, we do not delete the session itself.
# Stop only this MCP server's managed process; deleting the session
# would kill other MCP servers sharing the same container.
try:
await workspace.stop_managed_process(self.process_id)
except Exception as exc:
self.ap.logger.warning(
f'MCP server {self.server_name}: failed to stop managed process '
f'process_id={self.process_id}: {type(exc).__name__}: {exc}'
)
await self._cleanup_staged_workspace()
return
await self._cleanup_staged_workspace()
self.ap.logger.info(
f'MCP server {self.server_name}: stopped process_id={self.process_id} '
f'(shared session {self.owner._build_box_session_id()} kept alive)'
)
def rewrite_path(self, path: str, host_path: str | None) -> str:
return rewrite_mounted_path(path, host_path)
def infer_host_path(self) -> str | None:
return infer_workspace_host_path(self.server_config.get('command', ''), self.server_config.get('args', []))
@staticmethod
def unwrap_venv_path(directory: str) -> str:
return unwrap_venv_path(directory)
def resolve_host_path(self) -> str | None:
return self.config.host_path or self.infer_host_path()
@staticmethod
def detect_install_command(host_path: str, workspace_path: str = '/workspace') -> str | None:
workspace_kind = classify_python_workspace(host_path)
if workspace_kind in {'package', 'requirements'}:
return wrap_python_command_with_env('python -c "pass"', mount_path=workspace_path).rstrip()
return None
@staticmethod
def _wrap_process_payload_with_python_env(payload: dict[str, Any], workspace_path: str) -> dict[str, Any]:
"""Start a prepared Python workspace without writing bootstrap output to MCP stdio."""
workspace_root = workspace_path.rstrip('/') or '/workspace'
venv_dir = f'{workspace_root}/.venv'
venv_bin = f'{venv_dir}/bin'
command = ' '.join([shlex.quote(payload['command']), *[shlex.quote(arg) for arg in payload.get('args', [])]])
wrapped = dict(payload)
wrapped['command'] = 'sh'
wrapped['args'] = [
'-lc',
(f'export VIRTUAL_ENV={shlex.quote(venv_dir)}; export PATH={shlex.quote(venv_bin)}:$PATH; exec {command}'),
]
return wrapped
def build_box_session_payload(self, session_id: str, host_path: str | None = None) -> dict[str, Any]:
workspace = self._build_workspace()
workspace.session_id = session_id
if host_path is not None:
workspace.host_path = host_path
return workspace.build_session_payload()
def build_box_process_payload(self, host_path: str | None = None) -> dict[str, Any]:
workspace = self._build_workspace()
if host_path is not None:
workspace.host_path = host_path
return workspace.build_process_payload(
self.server_config['command'],
self.server_config.get('args', []),
env=self.server_config.get('env', {}),
)
def rewrite_venv_command(self, command: str, host_path: str) -> str:
return rewrite_venv_command(command, host_path)