{"id":14560,"date":"2025-04-18T21:18:04","date_gmt":"2025-04-18T13:18:04","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/14560.html"},"modified":"2025-04-18T21:18:04","modified_gmt":"2025-04-18T13:18:04","slug":"%e6%89%8b%e6%8a%8a%e6%89%8bmcp%e6%95%99%e5%ad%a6-%e5%ae%a2%e6%88%b7%e7%ab%af%e8%bf%9e%e6%8e%a5%e5%a4%9a%e6%9c%8d%e5%8a%a1%e5%99%a8","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/14560.html","title":{"rendered":"\u624b\u628a\u624bMCP\u6559\u5b66-\u5ba2\u6237\u7aef\u8fde\u63a5\u591a\u670d\u52a1\u5668"},"content":{"rendered":"

\u524d\u8a00<\/p>\n

\u4e0a\u4e00\u7bc7\u6587\u7ae0（\u624b\u628a\u624bMCP\u6559\u5b66-\u57fa\u7840\u5b66\u4e60\u548c\u5b9e\u8df5）\u6211\u4eec\u5b66\u4e60MCP\u57fa\u7840\u7684\u77e5\u8bc6，\u5e76\u5b9e\u64cd\u4e86\u670d\u52a1\u7aef\u548c\u5ba2\u6237\u7aef\u7684\u6784\u5efa\u548c\u6d4b\u8bd5，\u4f46\u8fd9\u8fdc\u8fdc\u4e0d\u662fMCP\u7684\u80fd\u529b，MCP\u534f\u8bae\u4e0d\u4ec5\u4ec5\u662f\u8ba9LLM\u80fd\u591f\u4f7f\u7528\u4e00\u79cd\u5de5\u5177，\u800c\u662f\u5e94\u8be5\u8ba9LLM\u80fd\u591f\u8fde\u63a5\u591a\u4e2a\u670d\u52a1\u5668，\u4f7f\u7528\u591a\u79cd\u5de5\u5177\u3002<\/p>\n

\u8fd9\u7bc7\u6587\u4ef6\u5c06\u5e2e\u52a9\u4f60\u6784\u5efa\u4e00\u4e2a\u80fd\u591f\u8fde\u63a5\u591a\u4e2a\u670d\u52a1\u5668\u7684MCP\u5ba2\u6237\u7aef\u3002<\/p>\n

\n

\u670d\u52a1\u7aef<\/p>\n

\u4e3a\u4e86\u5b9e\u73b0\u6211\u4eec\u7684MCP\u670d\u52a1\u7aef\u8fde\u63a5\u591a\u4e2a\u5ba2\u6237\u7aef，\u6211\u4eec\u9996\u5148\u9700\u8981\u589e\u52a0\u591a\u4e00\u4e2a\u670d\u52a1\u7aef，\u8fd9\u91cc\u6211\u589e\u52a0\u591a\u4e00\u4e2apython\u6587\u4ef6\u63a7\u5236\u670d\u52a1\u5668，\u4f7f\u5f97LLM\u901a\u8fc7\u5929\u6c14\u63d2\u4ef6\u548c\u6587\u4ef6\u63a7\u5236\u63d2\u4ef6\u5b9e\u73b0\u83b7\u53d6\u5929\u6c14\u5e76\u4ee5\u6587\u4ef6\u5f62\u5f0f\u4fdd\u5b58\u5230\u6211\u7535\u8111\u4e2d\u7684\u8fd9\u6837\u4e00\u4e2a\u591a\u5de5\u5177\u4f7f\u7528\u7684\u80fd\u529b\u3002<\/p>\n

\u6587\u4ef6\u63a7\u5236\u670d\u52a1\u5668<\/p>\n

1. <\/span>\u521d\u59cb\u5316<\/p>\n\n\n\n
\n

\u8fd9\u91cc\u9ed8\u8ba4\u4f60\u5df2\u7ecf\u6709<\/span>python<\/span>\u548c<\/span>uv<\/span>\u73af\u5883，\u5982\u679c\u4f60\u7535\u8111\u4e2d\u8fd8\u6ca1\u6709\u73af\u5883，\u8bf7\u81ea\u884c\u914d\u7f6e\u73af\u5883，\u4e0d\u4f1a\u7684\u8bdd\u53ef\u4ee5\u67e5\u770b\u4e0a\u4e00\u7bc7\u6587\u7ae0<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\n\n\n\n
\n

powershell<\/span> # <\/span>\u521d\u59cb\u5316\u65b0\u7684\u9879\u76ee\u540d\u5b57\u4e3afilesystem cd server uv init filesystem cd filesystem # \u521b\u5efa\u5e76\u8fdb\u5165\u865a\u62df\u73af\u5883 uv venv .venv\\\\Scripts\\\\activate # \u5b89\u88c5\u4f9d\u8d56\u9879 uv add mcp[cli] # \u521b\u5efa\u670d\u52a1\u9879\u6587\u4ef6 new-item filesystem.py（\u53ef\u4ee5\u81ea\u5df1\u624b\u52a8\u65b0\u5efa\u4e00\u4e2apy\u6587\u4ef6，\u5982\u679c\u4f60\u4f7f\u7528\u7684\u7ec8\u7aef\u6ca1\u6709new-item\u6307\u4ee4\u7684\u8bdd）<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5b8c\u6210\u540e\u9879\u76ee\u76ee\u5f55\u5982\u4e0b：<\/p>\n

\"\"<\/p>\n

2. <\/span>\u6784\u5efa\u6587\u4ef6\u63a7\u5236\u670d\u52a1\u5668<\/p>\n

\u5bfc\u5165\u5305\u5e76\u8bbe\u7f6e\u5b9e\u4f8b<\/p>\n

\u5c06\u8fd9\u4e9b\u6dfb\u52a0\u5230\u60a8\u7684\u9876\u90e8weather.py<\/span><\/span>：<\/p>\n\n\n\n
\n

python<\/span> from mcp.server.fastmcp import FastMCP # <\/span>\u521d\u59cb\u5316FastMCP\u670d\u52a1\u5668 mcp = FastMCP("filesystem")<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\n

\u5b9e\u73b0\u5de5\u5177\u6267\u884c<\/p>\n

\u5de5\u5177\u6267\u884c\u7a0b\u5e8f\u8d1f\u8d23\u5b9e\u9645\u6267\u884c\u6bcf\u4e2a\u5de5\u5177\u7684\u903b\u8f91：<\/p>\n\n\n\n
\n

python<\/span> @mcp.tool() async def create_file(file_name: str, content: str) -> str: \u00a0\u00a0\u00a0 """ \u00a0\u00a0\u00a0 <\/span>\u521b\u5efa\u6587\u4ef6 \u00a0\u00a0\u00a0 :param file_name: \u6587\u4ef6\u540d \u00a0\u00a0\u00a0 :param content: \u6587\u4ef6\u5185\u5bb9 \u00a0\u00a0\u00a0 :return: \u521b\u5efa\u6210\u529f\u6d88\u606f \u00a0\u00a0\u00a0 """ \u00a0\u00a0\u00a0 try: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 with open(file_name, "w", encoding="utf-8") as file: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 file.write(content) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 return f"\u6587\u4ef6'{file_name}'\u521b\u5efa\u6210\u529f" \u00a0\u00a0\u00a0 except Exception as e: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 return f"\u521b\u5efa\u6587\u4ef6\u5931\u8d25: {str(e)}" @mcp.tool() async def read_file(file_name: str) -> str: \u00a0\u00a0\u00a0 """ \u00a0\u00a0\u00a0 \u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9 \u00a0\u00a0\u00a0 :param file_name: \u6587\u4ef6\u540d \u00a0\u00a0\u00a0 :return: \u6587\u4ef6\u5185\u5bb9\u6216\u9519\u8bef\u6d88\u606f \u00a0\u00a0\u00a0 """ \u00a0\u00a0\u00a0 try: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 with open(file_name, "r", encoding="utf-8") as file: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 return file.read() \u00a0\u00a0\u00a0 except FileNotFoundError: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 return f"\u6587\u4ef6'{file_name}'\u672a\u627e\u5230" \u00a0\u00a0\u00a0 except Exception as e: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 return f"\u8bfb\u53d6\u6587\u4ef6\u5931\u8d25: {str(e)}" @mcp.tool() async def write_file(file_name: str, content: str) -> str: \u00a0\u00a0\u00a0 """ \u00a0\u00a0\u00a0 \u5199\u5165\u6587\u4ef6\u5185\u5bb9 \u00a0\u00a0\u00a0 :param file_name: \u6587\u4ef6\u540d \u00a0\u00a0\u00a0 :param content: \u6587\u4ef6\u5185\u5bb9 \u00a0\u00a0\u00a0 :return: \u5199\u5165\u6210\u529f\u6d88\u606f \u00a0\u00a0\u00a0 """ \u00a0\u00a0\u00a0 try: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 with open(file_name, "w", encoding="utf-8") as file: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 file.write(content) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 return f"\u6587\u4ef6'{file_name}'\u5199\u5165\u6210\u529f" \u00a0\u00a0\u00a0 except Exception as e: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 return f"\u5199\u5165\u6587\u4ef6\u5931\u8d25: {str(e)}"<\/span> \u00a0<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\n

\u8fd0\u884c\u670d\u52a1\u5668<\/p>\n

\u6700\u540e，\u6211\u4eec\u521d\u59cb\u5316\u5e76\u8fd0\u884c\u670d\u52a1\u7aef：<\/p>\n\n\n\n
\n

PowerShell<\/span> if __name__ == "__main__": \u00a0\u00a0\u00a0 # <\/span>\u4ee5\u6807\u51c6 I\/O \u65b9\u5f0f\u8fd0\u884c MCP \u670d\u52a1\u5668 \u00a0\u00a0\u00a0 mcp.run(transport="stdio")<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u60a8\u7684\u670d\u52a1\u5668\u5df2\u5b8c\u6210！\u8fd0\u884cuv run filesystem.py<\/span><\/span>\u786e\u8ba4\u4e00\u5207\u6b63\u5e38\u3002<\/p>\n

3. <\/span>\u8fd0\u884c\u5929\u6c14\u9884\u62a5\u670d\u52a1\u5668<\/p>\n

\u65b0\u5efa\u4e00\u4e2a\u7ec8\u7aef：<\/p>\n\n\n\n
\n

PowerShell<\/span> cd server cd weather uv venv .venv\\\\Scripts\\\\activate uv run weather.py<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u786e\u4fdd\u8fd0\u884c\u6210\u529f\u3002<\/p>\n

\n

\u6539\u9020\u5ba2\u6237\u7aef<\/p>\n

\u5ba2\u6237\u7aef\u60f3\u8981\u5b9e\u73b0\u4ea4\u4e92\u5f0f\u7684LLM\u591a\u5de5\u5177\u8c03\u7528，\u4e3b\u8981\u9700\u8981\u589e\u52a0\u4ee5\u4e0b\u80fd\u529b：<\/p>\n

  • \u4ece\u5355\u4e2a\u670d\u52a1\u5668\u5f15\u5165，\u53d8\u6210\u591a\u4e2a\u670d\u52a1\u5668\u5f15\u5165，\u5e76\u4e14\u5c06\u591a\u4e2a\u670d\u52a1\u5668\u7684\u5de5\u5177\u6574\u5408\u4e00\u5e76\u63d0\u4f9b\u7ed9LLM<\/li>\n
  • \u5bf9\u8bdd\u662f\u5426\u7ed3\u675f\u4ea4\u7531LLM\u51b3\u5b9a，\u5f53\u8c03\u7528\u4e00\u6b21\u5de5\u5177\u540e\u4e0d\u8db3\u4ee5\u8ba9LLM\u5b8c\u6210\u672c\u6b21\u4efb\u52a1，\u5c06\u5faa\u73af\u8ba9LLM\u8c03\u7528\u5de5\u5177，\u76f4\u81f3LLM\u786e\u5b9a\u4e0d\u9700\u8981\u518d\u8c03\u7528\u5de5\u5177，\u5219\u8fd4\u56de\u3002<\/li>\n

    \u786e\u5b9a\u4e86\u8fd9\u4e24\u4e2a\u5173\u952e\u4f46\u76f4\u63a5\u4e0a\u4ee3\u7801：<\/p>\n

    \u5728client<\/span><\/span>\u7684mcp-client<\/span><\/span>\u76ee\u5f55\u4e0b\u65b0\u5efa\u4e00\u4e2aclient_tools.py<\/span><\/span>\u6587\u4ef6：<\/p>\n\n\n\n
    \n

    python<\/span> import asyncio import os from openai import OpenAI from dotenv import load_dotenv from contextlib import AsyncExitStack from mcp import ClientSession, StdioServerParameters from mcp.client.stdio import stdio_client import json # <\/span>\u52a0\u8f7d .env \u6587\u4ef6 load_dotenv() class MCPClient: \u00a0\u00a0\u00a0 def __init__(self): \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 """\u521d\u59cb\u5316 MCP \u5ba2\u6237\u7aef""" \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 self.exit_stack = AsyncExitStack() \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 self.api_key = os.getenv("API_KEY")\u00a0 # \u8bfb\u53d6 OpenAI API Key \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 self.base_url = os.getenv("BASE_URL")\u00a0 # \u8bfb\u53d6 BASE URL \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 self.model = os.getenv("MODEL")\u00a0 # \u8bfb\u53d6 model \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 if not self.api_key: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 raise ValueError("\u672a\u627e\u5230 API KEY. \u8bf7\u5728 .env \u6587\u4ef6\u4e2d\u914d\u7f6e API_KEY") \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 self.client = OpenAI(api_key=self.api_key, base_url=self.base_url) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 self.sessions = {}\u00a0 # \u5b58\u50a8\u591a\u4e2a\u670d\u52a1\u7aef\u4f1a\u8bdd \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 self.tools_map = {}\u00a0 # \u5de5\u5177\u6620\u5c04：\u5de5\u5177\u540d\u79f0 -> \u670d\u52a1\u7aef ID \u00a0\u00a0\u00a0 async def connect_to_server(self, server_id: str, server_script_path: str): \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 """ \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u8fde\u63a5\u5230 MCP \u670d\u52a1\u5668 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 :param server_id: \u670d\u52a1\u7aef\u6807\u8bc6\u7b26 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 :param server_script_path: \u670d\u52a1\u7aef\u811a\u672c\u8def\u5f84 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 """ \u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0if server_id in self.sessions: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 raise ValueError(f"\u670d\u52a1\u7aef {server_id} \u5df2\u7ecf\u8fde\u63a5") \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 is_python = server_script_path.endswith('.py') \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 is_js = server_script_path.endswith('.js') \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 if not (is_python or is_js): \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 raise ValueError("\u670d\u52a1\u5668\u811a\u672c\u5fc5\u987b\u662f Python \u6216 JavaScript \u6587\u4ef6") \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 command = "python" if is_python else "node" \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 server_params = StdioServerParameters(command=command, \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 args=[server_script_path], \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0env=None) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u542f\u52a8 MCP \u670d\u52a1\u5668\u5e76\u5efa\u7acb\u901a\u4fe1 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 stdio_transport = await self.exit_stack.enter_async_context( \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 stdio_client(server_params)) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 stdio, write = stdio_transport \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 session = await self.exit_stack.enter_async_context( \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 ClientSession(stdio, write)) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 await session.initialize() \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 self.sessions[server_id] = {"session": session, "stdio": stdio, "write": write} \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 print(f"\u5df2\u8fde\u63a5\u5230 MCP \u670d\u52a1\u5668: {server_id}") \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u66f4\u65b0\u5de5\u5177\u6620\u5c04 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 response = await session.list_tools() \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 for tool in response.tools: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 self.tools_map[tool.name] = server_id \u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0 async def list_tools(self): \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 """\u5217\u51fa\u6240\u6709\u670d\u52a1\u7aef\u7684\u5de5\u5177""" \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 if not self.sessions: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 print("\u6ca1\u6709\u5df2\u8fde\u63a5\u7684\u670d\u52a1\u7aef") \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 return \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 print("\u5df2\u8fde\u63a5\u7684\u670d\u52a1\u7aef\u5de5\u5177\u5217\u8868:") \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 for tool_name, server_id in self.tools_map.items(): \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 print(f"\u5de5\u5177: {tool_name}, \u6765\u6e90\u670d\u52a1\u7aef: {server_id}") \u00a0\u00a0\u00a0 async def process_query(self, query: str) -> str: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 """ \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u8c03\u7528\u5927\u6a21\u578b\u5904\u7406\u7528\u6237\u67e5\u8be2，\u5e76\u6839\u636e\u8fd4\u56de\u7684 tools \u5217\u8868\u8c03\u7528\u5bf9\u5e94\u5de5\u5177\u3002 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u652f\u6301\u591a\u6b21\u5de5\u5177\u8c03\u7528，\u76f4\u5230\u6240\u6709\u5de5\u5177\u8c03\u7528\u5b8c\u6210\u3002 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 """ \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 messages = [{"role": "user", "content": query}] \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u6784\u5efa\u7edf\u4e00\u7684\u5de5\u5177\u5217\u8868 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 available_tools = [] \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 for tool_name, server_id in self.tools_map.items(): \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 session = self.sessions[server_id]["session"] \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 response = await session.list_tools() \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 for tool in response.tools: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 if tool.name == tool_name: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 available_tools.append({ \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 "type": "function", \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 "function": { \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 "name": tool.name, \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 "description": tool.description, \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 "input_schema": tool.inputSchema \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 } \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 }) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 print('\u6574\u5408\u7684\u670d\u52a1\u7aef\u5de5\u5177\u5217\u8868:', available_tools) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u5faa\u73af\u5904\u7406\u5de5\u5177\u8c03\u7528 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 while True: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u8bf7\u6c42 OpenAI \u6a21\u578b\u5904\u7406 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 response = self.client.chat.completions.create( \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 model=self.model, \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 messages=messages, \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 tools=available_tools \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 ) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u5904\u7406\u8fd4\u56de\u7684\u5185\u5bb9 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 content = response.choices[0] \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 if content.finish_reason == "tool_calls": \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u6267\u884c\u5de5\u5177\u8c03\u7528 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 for tool_call in content.message.tool_calls: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 tool_name = tool_call.function.name \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 tool_args = json.loads(tool_call.function.arguments) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u6839\u636e\u5de5\u5177\u540d\u79f0\u627e\u5230\u5bf9\u5e94\u7684\u670d\u52a1\u7aef \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 server_id = self.tools_map.get(tool_name) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 if not server_id: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0raise ValueError(f"\u672a\u627e\u5230\u5de5\u5177 {tool_name} \u5bf9\u5e94\u7684\u670d\u52a1\u7aef") \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 session = self.sessions[server_id]["session"] \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 result = await session.call_tool(tool_name, tool_args) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 print(f"\\\\n\\\\n[Calling tool {tool_name} on server {server_id} with args {tool_args}]\\\\n\\\\n") \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u5c06\u5de5\u5177\u8c03\u7528\u7684\u7ed3\u679c\u6dfb\u52a0\u5230 messages \u4e2d \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 messages.append({ \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 "role": "tool", \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 "content": result.content[0].text, \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 "tool_call_id": tool_call.id, \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 }) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 else: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u5982\u679c\u6ca1\u6709\u5de5\u5177\u8c03\u7528，\u8fd4\u56de\u6700\u7ec8\u7684\u56de\u590d \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 return content.message.content \u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0 async def chat_loop(self): \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 """\u8fd0\u884c\u4ea4\u4e92\u5f0f\u804a\u5929\u5faa\u73af""" \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 print("MCP \u5ba2\u6237\u7aef\u5df2\u542f\u52a8！\u8f93\u5165 'exit' \u9000\u51fa") \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 while True: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 try: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 query = input("\u95ee: ").strip() \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 if query.lower() == 'exit': \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 break \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 response = await self.process_query(query) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 print(f"AI\u56de\u590d: {response}") \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0\u00a0\u00a0except Exception as e: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 print(f"\u53d1\u751f\u9519\u8bef: {str(e)}") \u00a0\u00a0\u00a0 async def clean(self): \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 """\u6e05\u7406\u6240\u6709\u8d44\u6e90""" \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 await self.exit_stack.aclose() \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 self.sessions.clear() \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 self.tools_map.clear() async def main(): \u00a0\u00a0\u00a0 # \u542f\u52a8\u5e76\u521d\u59cb\u5316 MCP \u5ba2\u6237\u7aef \u00a0\u00a0\u00a0 client = MCPClient() \u00a0\u00a0\u00a0 try: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u8fde\u63a5\u591a\u4e2a MCP \u670d\u52a1\u5668 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 await client.connect_to_server("weather", '..\/..\/server\/weather\/weather.py') \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 await client.connect_to_server("filesystem", '..\/..\/server\/filesystem\/filesystem.py') \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u5217\u51fa MCP \u670d\u52a1\u5668\u4e0a\u7684\u5de5\u5177 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 await client.list_tools() \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u8fd0\u884c\u4ea4\u4e92\u5f0f\u804a\u5929\u5faa\u73af，\u5904\u7406\u7528\u6237\u5bf9\u8bdd \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 await client.chat_loop() \u00a0\u00a0\u00a0 finally: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 # \u6e05\u7406\u8d44\u6e90 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 await client.clean() if __name__ == "__main__": \u00a0\u00a0\u00a0 asyncio.run(main())<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u8fd0\u884c\u5ba2\u6237\u7aef：<\/p>\n

    \u65b0\u5efa\u4e00\u4e2a\u7ec8\u7aef：<\/p>\n\n\n\n
    \n

    PowerShell<\/span> cd client cd mcp-client uv venv .venv\\\\Scripts\\\\activate uv run client_tools.py<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \"\"<\/p>\n

    \u6d4b\u8bd5<\/p>\n

    \u591a\u5de5\u5177\u6d4b\u8bd5\u5efa\u8bae\u4f7f\u7528Qwen 32B<\/span><\/span>\u6216DeepSeek V3<\/span><\/span>，\u56fd\u5185\u7684\u5176\u4ed6\u5c0f\u6a21\u578b\u5728\u5de5\u5177\u4f7f\u7528\u4e0a\u6548\u679c\u4e0d\u582a\u5165\u76ee\u3002<\/p>\n

    \u5728.env<\/span><\/span>\u6587\u4ef6\u4e2d\u914d\u7f6e：<\/p>\n\n\n\n
    \n

    PowerShell<\/span> BASE_URL=https:\/\/api.siliconflow.cn\/v1 MODEL=deepseek-ai\/DeepSeek-V3 API_KEY="<\/span>\u4f60\u7684\u5bc6\u94a5"<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u5173\u95ed\u91cd\u542f\u542f\u52a8\u4e00\u4e0b，\u6211\u4eec\u6765\u6d4b\u8bd5\u4e00\u4e0b\u5ba2\u6237\u7aef\u591a\u5de5\u5177\u4f7f\u7528\u7684\u6548\u679c：<\/p>\n

    \u95ee：\u5e2e\u6211\u67e5\u8be2\u5e7f\u4e1c\u7701\u4e1c\u839e\u5e02\u672a\u6765\u4e03\u5929\u7684\u5929\u6c14\u9884\u62a5，\u5e76\u4e14\u518dG\u76d8\u521b\u5efa\u4e00\u4e2aweather.txt\u6587\u4ef6，\u5c06\u67e5\u8be2\u5230\u7684\u5929\u6c14\u9884\u62a5\u5185\u5bb9\u5199\u5165\u6587\u4ef6\u4e2d\u3002<\/p>\n

  • \u5b83\u9996\u5148\u8c03\u7528\u4e86\u672a\u6765\u4e00\u4e2a\u661f\u671f\u5929\u6c14\u9884\u62a5\u7684\u5de5\u5177：<\/li>\n

    \"\"<\/p>\n

  • \u83b7\u53d6\u5230\u5929\u6c14\u4fe1\u606f\u540e，\u5c06\u7ed3\u679c\u8fd4\u56de\u7ed9LLM，LLM\u83b7\u53d6\u6570\u636e\u540e，\u8fd8\u6709\u4e00\u6b65\u6ca1\u6709\u505a，\u7d27\u63a5\u7740\u5c31\u8c03\u7528\u4e86\u6587\u4ef6\u521b\u5efa\u7684\u5de5\u5177：<\/li>\n

    \"\"<\/p>\n

  • \u5b8c\u6210\u4e86\u6587\u4ef6\u521b\u5efa\u7684\u5de5\u5177\u8c03\u7528\u4e86，\u53c8\u8fd4\u56de\u7ed3\u679c\u7ed9\u5230LLM，LLM\u7ed3\u5408\u4e24\u6b21\u7684\u8fd4\u56de\u6700\u7ec8\u8fd4\u56de：<\/li>\n

    \"\"<\/p>\n

    🤭\u54b1\u5c31\u662f\u8bf4\u633a\u68d2\u7684，\u5c31\u662f\u7845\u57fa\u6d41\u52a8\u7684DeepSeek V3\u7684\u54cd\u5e94\u901f\u5ea6\u6709\u70b9\u6162，\u6bcf\u6b21\u54cd\u5e94\u90fd\u8981\u4e00\u5206\u949f\u5de6\u53f3，\u4e24\u4e2a\u5de5\u5177\u8c03\u7528\u52a0\u6700\u7ec8\u7684\u8fd4\u56de\u7528\u4e86\u4e09\u5206\u949f，\u4f60\u4e5f\u8d76\u7d27\u8bd5\u8bd5\u5427\u3002<\/p>\n

    \n

    \u4e0b\u671f\u9884\u544a：<\/p>\n

  • \u4f18\u5316\u5ba2\u6237\u7aef，\u901a\u8fc7\u914d\u7f6e\u6587\u4ef6\u5f15\u5165\u672c\u5730\u670d\u52a1\u5668\u548c\u4e91\u7aef\u670d\u52a1\u5668\u3002<\/li>\n
  • \u8fde\u63a5\u672c\u5730LLM\u5927\u6a21\u578b-\u6784\u5efa\u5b8c\u5168\u672c\u5730\u7684Agent\u3002<\/li>\n","protected":false},"excerpt":{"rendered":"

    \u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb955\u6b21\uff0c\u70b9\u8d5e36\u6b21\uff0c\u6536\u85cf9\u6b21\u3002\u4e3a\u4e86\u5b9e\u73b0\u6211\u4eec\u7684MCP\u670d\u52a1\u7aef\u8fde\u63a5\u591a\u4e2a\u5ba2\u6237\u7aef\uff0c\u6211\u4eec\u9996\u5148\u9700\u8981\u589e\u52a0\u591a\u4e00\u4e2a\u670d\u52a1\u7aef\uff0c\u8fd9\u91cc\u6211\u589e\u52a0\u591a\u4e00\u4e2apython\u6587\u4ef6\u63a7\u5236\u670d\u52a1\u5668\uff0c\u4f7f\u5f97LLM\u901a\u8fc7\u5929\u6c14\u63d2\u4ef6\u548c\u6587\u4ef6\u63a7\u5236\u63d2\u4ef6\u5b9e\u73b0\u83b7\u53d6\u5929\u6c14\u5e76\u4ee5\u6587\u4ef6\u5f62\u5f0f\u4fdd\u5b58\u5230\u6211\u7535\u8111\u4e2d\u7684\u8fd9\u6837\u4e00\u4e2a\u591a\u5de5\u5177\u4f7f\u7528\u7684\u80fd\u529b\u3002\uff09\u6211\u4eec\u5b66\u4e60MCP\u57fa\u7840\u7684\u77e5\u8bc6\uff0c\u5e76\u5b9e\u64cd\u4e86\u670d\u52a1\u7aef\u548c\u5ba2\u6237\u7aef\u7684\u6784\u5efa\u548c\u6d4b\u8bd5\uff0c\u4f46\u8fd9\u8fdc\u8fdc\u4e0d\u662fMCP\u7684\u80fd\u529b\uff0cMCP\u534f\u8bae\u4e0d\u4ec5\u4ec5\u662f\u8ba9LLM\u80fd\u591f\u4f7f\u7528\u4e00\u79cd\u5de5\u5177\uff0c\u800c\u662f\u5e94\u8be5\u8ba9LLM\u80fd\u591f\u8fde\u63a5\u591a\u4e2a\u670d\u52a1\u5668\uff0c\u4f7f\u7528\u591a\u79cd\u5de5\u5177\u3002print(f"\u5de5\u5177: {tool_name}, \u6765\u6e90\u670d\u52a1\u7aef: {server_id}")<\/p>\n","protected":false},"author":2,"featured_media":14555,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[66,71,73,81],"topic":[],"class_list":["post-14560","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-ai","tag-ai-agent","tag-mcp","tag-python"],"yoast_head":"\n\u624b\u628a\u624bMCP\u6559\u5b66-\u5ba2\u6237\u7aef\u8fde\u63a5\u591a\u670d\u52a1\u5668 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/14560.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u624b\u628a\u624bMCP\u6559\u5b66-\u5ba2\u6237\u7aef\u8fde\u63a5\u591a\u670d\u52a1\u5668 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb955\u6b21\uff0c\u70b9\u8d5e36\u6b21\uff0c\u6536\u85cf9\u6b21\u3002\u4e3a\u4e86\u5b9e\u73b0\u6211\u4eec\u7684MCP\u670d\u52a1\u7aef\u8fde\u63a5\u591a\u4e2a\u5ba2\u6237\u7aef\uff0c\u6211\u4eec\u9996\u5148\u9700\u8981\u589e\u52a0\u591a\u4e00\u4e2a\u670d\u52a1\u7aef\uff0c\u8fd9\u91cc\u6211\u589e\u52a0\u591a\u4e00\u4e2apython\u6587\u4ef6\u63a7\u5236\u670d\u52a1\u5668\uff0c\u4f7f\u5f97LLM\u901a\u8fc7\u5929\u6c14\u63d2\u4ef6\u548c\u6587\u4ef6\u63a7\u5236\u63d2\u4ef6\u5b9e\u73b0\u83b7\u53d6\u5929\u6c14\u5e76\u4ee5\u6587\u4ef6\u5f62\u5f0f\u4fdd\u5b58\u5230\u6211\u7535\u8111\u4e2d\u7684\u8fd9\u6837\u4e00\u4e2a\u591a\u5de5\u5177\u4f7f\u7528\u7684\u80fd\u529b\u3002\uff09\u6211\u4eec\u5b66\u4e60MCP\u57fa\u7840\u7684\u77e5\u8bc6\uff0c\u5e76\u5b9e\u64cd\u4e86\u670d\u52a1\u7aef\u548c\u5ba2\u6237\u7aef\u7684\u6784\u5efa\u548c\u6d4b\u8bd5\uff0c\u4f46\u8fd9\u8fdc\u8fdc\u4e0d\u662fMCP\u7684\u80fd\u529b\uff0cMCP\u534f\u8bae\u4e0d\u4ec5\u4ec5\u662f\u8ba9LLM\u80fd\u591f\u4f7f\u7528\u4e00\u79cd\u5de5\u5177\uff0c\u800c\u662f\u5e94\u8be5\u8ba9LLM\u80fd\u591f\u8fde\u63a5\u591a\u4e2a\u670d\u52a1\u5668\uff0c\u4f7f\u7528\u591a\u79cd\u5de5\u5177\u3002print(f"\u5de5\u5177: {tool_name}, \u6765\u6e90\u670d\u52a1\u7aef: {server_id}")\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/14560.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-18T13:18:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418131802-6802510ae5132.gif\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/14560.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/14560.html\",\"name\":\"\u624b\u628a\u624bMCP\u6559\u5b66-\u5ba2\u6237\u7aef\u8fde\u63a5\u591a\u670d\u52a1\u5668 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2025-04-18T13:18:04+00:00\",\"dateModified\":\"2025-04-18T13:18:04+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/14560.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/14560.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/14560.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u624b\u628a\u624bMCP\u6559\u5b66-\u5ba2\u6237\u7aef\u8fde\u63a5\u591a\u670d\u52a1\u5668\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u624b\u628a\u624bMCP\u6559\u5b66-\u5ba2\u6237\u7aef\u8fde\u63a5\u591a\u670d\u52a1\u5668 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/14560.html","og_locale":"zh_CN","og_type":"article","og_title":"\u624b\u628a\u624bMCP\u6559\u5b66-\u5ba2\u6237\u7aef\u8fde\u63a5\u591a\u670d\u52a1\u5668 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb955\u6b21\uff0c\u70b9\u8d5e36\u6b21\uff0c\u6536\u85cf9\u6b21\u3002\u4e3a\u4e86\u5b9e\u73b0\u6211\u4eec\u7684MCP\u670d\u52a1\u7aef\u8fde\u63a5\u591a\u4e2a\u5ba2\u6237\u7aef\uff0c\u6211\u4eec\u9996\u5148\u9700\u8981\u589e\u52a0\u591a\u4e00\u4e2a\u670d\u52a1\u7aef\uff0c\u8fd9\u91cc\u6211\u589e\u52a0\u591a\u4e00\u4e2apython\u6587\u4ef6\u63a7\u5236\u670d\u52a1\u5668\uff0c\u4f7f\u5f97LLM\u901a\u8fc7\u5929\u6c14\u63d2\u4ef6\u548c\u6587\u4ef6\u63a7\u5236\u63d2\u4ef6\u5b9e\u73b0\u83b7\u53d6\u5929\u6c14\u5e76\u4ee5\u6587\u4ef6\u5f62\u5f0f\u4fdd\u5b58\u5230\u6211\u7535\u8111\u4e2d\u7684\u8fd9\u6837\u4e00\u4e2a\u591a\u5de5\u5177\u4f7f\u7528\u7684\u80fd\u529b\u3002\uff09\u6211\u4eec\u5b66\u4e60MCP\u57fa\u7840\u7684\u77e5\u8bc6\uff0c\u5e76\u5b9e\u64cd\u4e86\u670d\u52a1\u7aef\u548c\u5ba2\u6237\u7aef\u7684\u6784\u5efa\u548c\u6d4b\u8bd5\uff0c\u4f46\u8fd9\u8fdc\u8fdc\u4e0d\u662fMCP\u7684\u80fd\u529b\uff0cMCP\u534f\u8bae\u4e0d\u4ec5\u4ec5\u662f\u8ba9LLM\u80fd\u591f\u4f7f\u7528\u4e00\u79cd\u5de5\u5177\uff0c\u800c\u662f\u5e94\u8be5\u8ba9LLM\u80fd\u591f\u8fde\u63a5\u591a\u4e2a\u670d\u52a1\u5668\uff0c\u4f7f\u7528\u591a\u79cd\u5de5\u5177\u3002print(f"\u5de5\u5177: {tool_name}, \u6765\u6e90\u670d\u52a1\u7aef: {server_id}")","og_url":"https:\/\/www.wsisp.com\/helps\/14560.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2025-04-18T13:18:04+00:00","og_image":[{"url":"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418131802-6802510ae5132.gif"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"5 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/14560.html","url":"https:\/\/www.wsisp.com\/helps\/14560.html","name":"\u624b\u628a\u624bMCP\u6559\u5b66-\u5ba2\u6237\u7aef\u8fde\u63a5\u591a\u670d\u52a1\u5668 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2025-04-18T13:18:04+00:00","dateModified":"2025-04-18T13:18:04+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/14560.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/14560.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/14560.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u624b\u628a\u624bMCP\u6559\u5b66-\u5ba2\u6237\u7aef\u8fde\u63a5\u591a\u670d\u52a1\u5668"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/14560","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=14560"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/14560\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media\/14555"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=14560"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=14560"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=14560"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=14560"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}