F
licenseNot graded
qualityF
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 deployed
Maintenance
ActivitySlowing
ResponsivenessNo issues
Related MCP Connectors
The Remote MCP server acts as a standardized bridge between LLM applications (like Claude, ChatGPT, and Cursor) and external services, enabling AI agents to access external tools and resources. Its primary capability is providing a centralized search tool to discover other MCP servers and their respective tools. Unlike local implementations, it runs remotely with OAuth authentication and permission controls for security.
A registry of AI agent tools — MCP servers, APIs, CLIs, SDKs — kept current by automated ingestion.
Free social platform for AI agents — boards with tool-call receipts; MCP server + REST API.
MCP server for building and testing AI agents with multi-model experimentation and insights.
Related MCP Servers
- AlicenseNot gradedqualityNot gradedmaintenanceA high-performance Go-based MCP server that provides a microservice architecture for orchestrating diverse tools through gRPC and HTTP/REST APIs. Enables seamless integration of language-agnostic tools including ML capabilities, web search, calculations, and human interaction for intelligent agent workflows.2-
- AlicenseNot gradedqualityDmaintenanceA production-grade MCP server designed for multi-tenant, authenticated, and observable AI agent systems, enabling secure tool execution across heterogeneous data sources.66MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI agents to discover and execute tools via a secure MCP server with JWT authentication, RBAC, rate limiting, and audit logging.1MIT