F
license-
qualityD
maintenanceA production-ready MCP server built with FastAPI, providing an enhanced tool registry for creating, managing, and documenting AI tools for Large Language Models (LLMs).
34
MCP Agent Platform
MCP 代理平台
一个使用 Python 构建的模块化模型上下文协议 (MCP) 代理平台。
该项目允许由 LLM 驱动的代理同时使用本地工具和外部 MCP 服务器暴露的工具。它提供 MCP 服务器管理、动态工具发现、工具注册、工具执行和多步骤工具调用。
🚀 项目概览
MCP 代理平台充当 LLM 与多个工具之间的桥梁。
代理可以：
注册本地 Python 工具
连接到外部 MCP 服务器
从 MCP 服务器动态发现工具
将 MCP 工具转换为与 OpenAI 兼容的函数模式
允许 LLM 决定使用哪个工具
执行选定的工具
将工具结果发送回 LLM 上下文
在需要时顺序执行多个工具
返回最终的自然语言响应
通过 REST API 管理 MCP 服务器连接
通过 Streamable HTTP 暴露 MCP 服务器
Related MCP server: MCP-NG
🏗️ 架构
┌──────────────────────┐
│ User │
└──────────┬───────────┘
│
▼
┌──────────────────────┐
│ Agent / LLM │
│ OpenAI API │
└──────────┬───────────┘
│
Tool selection
│
▼
┌──────────────────────┐
│ Tool Registry │
└──────────┬───────────┘
│
┌─────────────────┴─────────────────┐
│ │
▼ ▼
┌───────────────────┐ ┌───────────────────┐
│ Local Tools │ │ MCP Tools │
│ │ │ │
│ get_weather │ │ External MCP │
│ get_datetime │ │ Servers │
└─────────┬─────────┘ └─────────┬─────────┘
│ │
│ ▼
│ ┌──────────────────┐
│ │ MCP Manager │
│ └────────┬─────────┘
│ │
│ ▼
│ ┌──────────────────┐
│ │ MCP Server(s) │
│ │ Streamable HTTP │
│ └────────┬─────────┘
│ │
└──────────────────┬───────────────┘
│
▼
Tool Result
│
▼
LLM
│
▼
Final ResponseThis server cannot be installed
Maintenance
–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity
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