171 lines
6.6 KiB
Python
171 lines
6.6 KiB
Python
from contextlib import AsyncExitStack
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from typing import Dict, List, Optional
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from mcp import ClientSession, StdioServerParameters
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from mcp.client.sse import sse_client
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from mcp.client.stdio import stdio_client
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from mcp.types import TextContent
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from app.logger import logger
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from app.tool.base import BaseTool, ToolResult
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from app.tool.tool_collection import ToolCollection
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class MCPClientTool(BaseTool):
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"""Represents a tool proxy that can be called on the MCP server from the client side."""
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session: Optional[ClientSession] = None
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server_id: str = "" # Add server identifier
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original_name: str = ""
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async def execute(self, **kwargs) -> ToolResult:
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"""Execute the tool by making a remote call to the MCP server."""
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if not self.session:
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return ToolResult(error="Not connected to MCP server")
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try:
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logger.info(f"Executing tool: {self.original_name}")
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result = await self.session.call_tool(self.original_name, kwargs)
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content_str = ", ".join(
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item.text for item in result.content if isinstance(item, TextContent)
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)
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return ToolResult(output=content_str or "No output returned.")
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except Exception as e:
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return ToolResult(error=f"Error executing tool: {str(e)}")
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class MCPClients(ToolCollection):
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"""
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A collection of tools that connects to multiple MCP servers and manages available tools through the Model Context Protocol.
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"""
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sessions: Dict[str, ClientSession] = {}
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exit_stacks: Dict[str, AsyncExitStack] = {}
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description: str = "MCP client tools for server interaction"
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def __init__(self):
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super().__init__() # Initialize with empty tools list
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self.name = "mcp" # Keep name for backward compatibility
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async def connect_sse(self, server_url: str, server_id: str = "") -> None:
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"""Connect to an MCP server using SSE transport."""
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if not server_url:
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raise ValueError("Server URL is required.")
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server_id = server_id or server_url
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# Always ensure clean disconnection before new connection
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if server_id in self.sessions:
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await self.disconnect(server_id)
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exit_stack = AsyncExitStack()
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self.exit_stacks[server_id] = exit_stack
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streams_context = sse_client(url=server_url)
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streams = await exit_stack.enter_async_context(streams_context)
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session = await exit_stack.enter_async_context(ClientSession(*streams))
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self.sessions[server_id] = session
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await self._initialize_and_list_tools(server_id)
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async def connect_stdio(
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self, command: str, args: List[str], server_id: str = ""
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) -> None:
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"""Connect to an MCP server using stdio transport."""
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if not command:
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raise ValueError("Server command is required.")
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server_id = server_id or command
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# Always ensure clean disconnection before new connection
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if server_id in self.sessions:
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await self.disconnect(server_id)
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exit_stack = AsyncExitStack()
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self.exit_stacks[server_id] = exit_stack
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server_params = StdioServerParameters(command=command, args=args)
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stdio_transport = await exit_stack.enter_async_context(
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stdio_client(server_params)
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)
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read, write = stdio_transport
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session = await exit_stack.enter_async_context(ClientSession(read, write))
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self.sessions[server_id] = session
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await self._initialize_and_list_tools(server_id)
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async def _initialize_and_list_tools(self, server_id: str) -> None:
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"""Initialize session and populate tool map."""
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session = self.sessions.get(server_id)
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if not session:
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raise RuntimeError(f"Session not initialized for server {server_id}")
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await session.initialize()
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response = await session.list_tools()
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# Create proper tool objects for each server tool
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for tool in response.tools:
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original_name = tool.name
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# Always prefix with server_id to ensure uniqueness
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tool_name = f"mcp_{server_id}_{original_name}"
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server_tool = MCPClientTool(
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name=tool_name,
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description=tool.description,
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parameters=tool.inputSchema,
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session=session,
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server_id=server_id,
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original_name=original_name,
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)
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self.tool_map[tool_name] = server_tool
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# Update tools tuple
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self.tools = tuple(self.tool_map.values())
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logger.info(
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f"Connected to server {server_id} with tools: {[tool.name for tool in response.tools]}"
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)
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async def disconnect(self, server_id: str = "") -> None:
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"""Disconnect from a specific MCP server or all servers if no server_id provided."""
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if server_id:
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if server_id in self.sessions:
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try:
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exit_stack = self.exit_stacks[server_id]
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try:
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# Close the exit stack which will cleanup all resources
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if exit_stack:
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await exit_stack.aclose()
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except RuntimeError as e:
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# If we hit a cancel scope error, just log it and continue with cleanup
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if "cancel scope" in str(e).lower():
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logger.warning(
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f"Cancel scope error during disconnect from {server_id}, continuing with cleanup: {e}"
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)
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else:
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raise
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# Clean up references even if exit stack close failed
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if server_id in self.sessions:
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del self.sessions[server_id]
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if server_id in self.exit_stacks:
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del self.exit_stacks[server_id]
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# Remove tools associated with this server
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self.tool_map = {
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k: v
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for k, v in self.tool_map.items()
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if v.server_id != server_id
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}
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self.tools = tuple(self.tool_map.values())
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logger.info(f"Disconnected from MCP server {server_id}")
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except Exception as e:
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logger.error(f"Error disconnecting from server {server_id}: {e}")
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else:
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# Disconnect from all servers
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for sid in list(self.sessions.keys()):
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await self.disconnect(sid)
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self.tool_map = {}
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self.tools = tuple()
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logger.info("Disconnected from all MCP servers")
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