support Model Context Protocol (MCP)

This commit is contained in:
FuQuan233 2025-04-25 23:52:18 +08:00
parent dfe3b5308c
commit eb1038e09e
3 changed files with 160 additions and 12 deletions

View file

@ -0,0 +1,78 @@
from contextlib import AsyncExitStack
from mcp import ClientSession, StdioServerParameters
from mcp.client.sse import sse_client
from mcp.client.stdio import stdio_client
from nonebot import logger
from .config import MCPServerConfig
class MCPClient:
def __init__(self, server_config: dict[str, MCPServerConfig]):
logger.info(f"正在初始化MCPClient共有{len(server_config)}个服务器配置")
self.server_config = server_config
self.sessions = {}
self.exit_stack = AsyncExitStack()
logger.debug("MCPClient初始化成功")
async def connect_to_servers(self):
logger.info(f"开始连接{len(self.server_config)}个MCP服务器")
for server_name, config in self.server_config.items():
logger.debug(f"正在连接服务器[{server_name}]")
if config.url:
sse_transport = await self.exit_stack.enter_async_context(sse_client(url=config.url))
read, write = sse_transport
self.sessions[server_name] = await self.exit_stack.enter_async_context(ClientSession(read, write))
await self.sessions[server_name].initialize()
elif config.command:
stdio_transport = await self.exit_stack.enter_async_context(
stdio_client(StdioServerParameters(**config.model_dump()))
)
read, write = stdio_transport
self.sessions[server_name] = await self.exit_stack.enter_async_context(ClientSession(read, write))
await self.sessions[server_name].initialize()
else:
raise ValueError("Server config must have either url or command")
logger.info(f"已成功连接到MCP服务器[{server_name}]")
async def get_available_tools(self):
logger.info(f"正在从{len(self.sessions)}个已连接的服务器获取可用工具")
available_tools = []
for server_name, session in self.sessions.items():
logger.debug(f"正在列出服务器[{server_name}]中的工具")
response = await session.list_tools()
tools = response.tools
logger.debug(f"在服务器[{server_name}]中找到{len(tools)}个工具")
available_tools.extend(
{
"type": "function",
"function": {
"name": f"{server_name}___{tool.name}",
"description": tool.description,
"parameters": tool.inputSchema,
},
}
for tool in tools
)
return available_tools
async def call_tool(self, tool_name: str, tool_args: dict):
server_name, real_tool_name = tool_name.split("___")
logger.info(f"正在服务器[{server_name}]上调用工具[{real_tool_name}]")
session = self.sessions[server_name]
response = await session.call_tool(real_tool_name, tool_args)
logger.debug(f"工具[{real_tool_name}]调用完成,响应: {response}")
return response
def get_friendly_name(self, tool_name: str):
server_name, real_tool_name = tool_name.split("___")
return self.server_config[server_name].friendly_name + " - " + real_tool_name
async def cleanup(self):
logger.debug("正在清理MCPClient资源")
await self.exit_stack.aclose()
logger.debug("MCPClient资源清理完成")