from datetime import timedelta from typing import Optional from contextlib import AsyncExitStack import os, shutil from mcp import ClientSession, StdioServerParameters from mcp.client.stdio import stdio_client from config.logger import setup_logging TAG = __name__ class MCPClient: def __init__(self, config): # Initialize session and client objects self.session: Optional[ClientSession] = None self.exit_stack = AsyncExitStack() self.logger = setup_logging() self.config = config self.tolls = [] async def initialize(self): args = self.config.get("args", []) command = ( shutil.which("npx") if self.config["command"] == "npx" else self.config["command"] ) env={**os.environ} if self.config.get("env"): env.update(self.config["env"]) server_params = StdioServerParameters( command=command, args=args, env=env ) stdio_transport = await self.exit_stack.enter_async_context(stdio_client(server_params)) self.stdio, self.write = stdio_transport time_out_delta = timedelta(seconds=15) self.session = await self.exit_stack.enter_async_context(ClientSession(read_stream=self.stdio, write_stream=self.write, read_timeout_seconds=time_out_delta)) await self.session.initialize() # List available tools response = await self.session.list_tools() tools = response.tools self.tools = tools self.logger.bind(tag=TAG).info(f"Connected to server with tools:{[tool.name for tool in tools]}") def has_tool(self, tool_name): return any(tool.name == tool_name for tool in self.tools) def get_available_tools(self): available_tools = [{"type": "function", "function":{ "name": tool.name, "description": tool.description, "parameters": tool.inputSchema } } for tool in self.tools] return available_tools async def call_tool(self, tool_name: str, tool_args: dict): self.logger.bind(tag=TAG).info(f"MCPClient Calling tool {tool_name} with args: {tool_args}") try: response = await self.session.call_tool(tool_name, tool_args) except Exception as e: self.logger.bind(tag=TAG).error(f"Error calling tool {tool_name}: {e}") from types import SimpleNamespace error_content = SimpleNamespace( type='text', text=f"Error calling tool {tool_name}: {e}" ) error_response = SimpleNamespace( content=[error_content], isError=True ) return error_response self.logger.bind(tag=TAG).info(f"MCPClient Response from tool {tool_name}: {response}") return response async def cleanup(self): """Clean up resources""" await self.exit_stack.aclose()