189 lines
6.4 KiB
Python
189 lines
6.4 KiB
Python
"""Support des serveurs MCP (Model Context Protocol) pour l'assistant.
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Configure les serveurs dans un profil YAML sous la clé `mcp_servers` :
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mcp_servers:
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- name: filesystem
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command: npx
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args: ["-y", "@modelcontextprotocol/server-filesystem", "/tmp"]
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- name: my_sse_server
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url: "http://localhost:3000/sse"
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"""
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from __future__ import annotations
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import asyncio
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import re
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import threading
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from contextlib import AsyncExitStack
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from dataclasses import dataclass, field
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from typing import Any
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@dataclass
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class MCPServerConfig:
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name: str
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command: str | None = None
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args: list[str] = field(default_factory=list)
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env: dict[str, str] | None = None
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url: str | None = None
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def _sanitize_name(name: str) -> str:
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"""Transforme un nom en identifiant valide pour l'API Mistral (^[a-zA-Z0-9_-]{1,64}$)."""
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return re.sub(r"[^a-zA-Z0-9_-]", "_", name)[:64]
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class MCPManager:
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"""Gère les connexions aux serveurs MCP et l'exécution des outils."""
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def __init__(self) -> None:
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self._loop = asyncio.new_event_loop()
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self._thread = threading.Thread(target=self._run_loop, daemon=True)
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self._thread.start()
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self._sessions: dict[str, Any] = {}
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self._raw_tools: dict[str, list] = {}
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# mistral_name -> (server_name, original_tool_name)
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self._tool_map: dict[str, tuple[str, str]] = {}
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self._exit_stacks: dict[str, AsyncExitStack] = {}
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def _run_loop(self) -> None:
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asyncio.set_event_loop(self._loop)
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self._loop.run_forever()
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def _run(self, coro, timeout: int = 30) -> Any:
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future = asyncio.run_coroutine_threadsafe(coro, self._loop)
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return future.result(timeout=timeout)
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# ------------------------------------------------------------------ #
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# Public API #
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# ------------------------------------------------------------------ #
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def load_servers(self, configs: list[MCPServerConfig]) -> None:
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self._run(self._load_servers_async(configs), timeout=60)
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def get_mistral_tools(self) -> list[dict]:
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tools = []
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for mistral_name, (server_name, tool_name) in self._tool_map.items():
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raw = {t.name: t for t in self._raw_tools.get(server_name, [])}
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tool = raw.get(tool_name)
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if tool is None:
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continue
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tools.append({
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"type": "function",
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"function": {
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"name": mistral_name,
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"description": tool.description or "",
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"parameters": tool.inputSchema or {"type": "object", "properties": {}},
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},
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})
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return tools
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def call_tool(self, mistral_name: str, arguments: dict) -> str:
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if mistral_name not in self._tool_map:
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return f"Outil inconnu : {mistral_name}"
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server_name, tool_name = self._tool_map[mistral_name]
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if server_name not in self._sessions:
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return f"Serveur MCP '{server_name}' non disponible"
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return self._run(self._call_tool_async(server_name, tool_name, arguments))
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def shutdown(self) -> None:
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try:
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self._run(self._shutdown_async(), timeout=10)
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except Exception:
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pass
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def summary(self) -> list[tuple[str, int]]:
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"""Retourne [(server_name, tool_count), ...] pour les serveurs connectés."""
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return [(name, len(self._raw_tools.get(name, []))) for name in self._sessions]
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@property
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def has_tools(self) -> bool:
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return bool(self._tool_map)
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# ------------------------------------------------------------------ #
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# Async internals #
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# ------------------------------------------------------------------ #
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async def _load_servers_async(self, configs: list[MCPServerConfig]) -> None:
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for cfg in configs:
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try:
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await self._connect_server(cfg)
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except Exception as e:
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print(f"[MCP] ❌ Connexion {cfg.name} impossible : {e}")
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async def _connect_server(self, cfg: MCPServerConfig) -> None:
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from mcp import ClientSession, StdioServerParameters
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from mcp.client.stdio import stdio_client
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stack = AsyncExitStack()
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if cfg.command:
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params = StdioServerParameters(
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command=cfg.command,
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args=cfg.args or [],
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env=cfg.env,
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)
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read, write = await stack.enter_async_context(stdio_client(params))
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else:
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from mcp.client.sse import sse_client
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read, write = await stack.enter_async_context(sse_client(cfg.url))
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session = await stack.enter_async_context(ClientSession(read, write))
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await session.initialize()
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self._sessions[cfg.name] = session
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self._exit_stacks[cfg.name] = stack
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tools_resp = await session.list_tools()
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self._raw_tools[cfg.name] = tools_resp.tools
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server_safe = _sanitize_name(cfg.name)
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for tool in tools_resp.tools:
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tool_safe = _sanitize_name(tool.name)
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mistral_name = f"{server_safe}__{tool_safe}"
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self._tool_map[mistral_name] = (cfg.name, tool.name)
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print(f"[MCP] ✅ {cfg.name} — {len(tools_resp.tools)} outil(s) disponible(s)")
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async def _call_tool_async(self, server_name: str, tool_name: str, arguments: dict) -> str:
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session = self._sessions[server_name]
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result = await session.call_tool(tool_name, arguments)
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parts = []
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for item in result.content:
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if hasattr(item, "text"):
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parts.append(item.text)
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else:
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parts.append(str(item))
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return "\n".join(parts) if parts else "(aucun résultat)"
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async def _shutdown_async(self) -> None:
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for stack in list(self._exit_stacks.values()):
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try:
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await stack.aclose()
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except Exception:
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pass
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self._sessions.clear()
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self._raw_tools.clear()
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self._tool_map.clear()
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self._exit_stacks.clear()
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_manager: MCPManager | None = None
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_lock = threading.Lock()
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def get_manager() -> MCPManager:
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global _manager
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with _lock:
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if _manager is None:
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_manager = MCPManager()
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return _manager
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def reset_manager() -> None:
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global _manager
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with _lock:
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if _manager is not None:
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_manager.shutdown()
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_manager = MCPManager()
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