AI-Enhanced MCP Tool Manager with intelligent tool description generation
Project description
AIMCP - AI-Enhanced MCP Tool Manager
AIMCP 是一个基于 MCP (Model Context Protocol) 的工具管理器,主要用于统一管理和规范化工具描述。
主要功能
- 🤖 使用大语言模型自动生成标准化的工具描述
- 🔧 通过配置文件统一管理多个 MCP Server
- 📝 支持手动编辑工具描述(无需AI生成)
- 🌍 支持多语言工具描述
安装
pip install aimcp
快速开始
基本使用
from aimcp import AIMCP
import asyncio
# 初始化客户端
client = AIMCP(
mcp_config_path="./mcp_config.json",
tools_config_path="./tools_config.json",
api_key="your-api-key", # 可选,也可通过环境变量设置
model="gpt-4o-mini",
language="中文"
)
# 生成工具配置
# ai_create=True:使用AI生成描述
# ai_create=False:使用原始描述,可后续手动修改
res = asyncio.run(client.create_aimcp_tools(ai_create=False))
MCP配置示例
mcp_config.json:
{
"mcpServers": {
"filesystem": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-filesystem", "/path/to/allowed/files"],
"env": {}
}
}
}
未来规划
- 工具路由功能
- 错误处理优化
- 更多服务端集成
许可证
MIT License
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