热门好用的 MCP Server 推荐
按分类、安装方式和来源搜索比较 MCP Server。
基于 LangChain/LangGraph + LlamaIndex 构建的工程级多 Agent 协作系统，支持上传简历与岗位 JD 后全自动完成面试准备、模拟面试、实时评估与复习规划；系统涵盖多 Agent DAG 编排、RAG 多路召回、MCP 协 议集成、双引擎记忆系统与动态难度调节，以 Python Web 服务部署于 Linux 服务器，支持摄像头、语音输入与文字 多模态交互。
A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs.
A practical, community-driven checklist for . This guide covers local and remote MCP server risks, traffic analysis, tool-call behaviors, context boundaries, authorization flows, and unsafe code...
This project demonstrates the integration of the Model Context Protocol (MCP) with AutoGen (AG2), showcasing a powerful pattern for building modular, tool-enabled AI agents.
This project is a Model Context Protocol (MCP) server for KiCad. As MCP server that utilizes KiCad's official IPC-API, it provides the most stable and reliable way for AI models like Claude to...
A GitHub CLI extension that seamlessly runs the github-mcp-server as a bundled binary using your existing gh authentication.
AutoTeam is a platform-agnostic orchestration system that connects AI agents with any service through MCP servers.
Not a scanner — a collaborative workbench. Agents struggle with UI and stateful APIs; you're good at both.
Autonomous AI orchestration architecture combining with the for hands-free development workflows. This system leverages the Model Context Protocol (MCP) for seamless agent coordination.
An MCP (Model Context Protocol) server for Minds, allowing LLMs to interact with the Minds SDK through a standardized interface.
Stock Trade MCP server in Tiingo with stock prices, news, forex, and fundamentals programmatically via the MCP
Draw.io Model Context Protocol (MCP) Browser Extension
阿里云 MCP Server 是一个强大的云服务集成平台，通过 Model Context Protocol (MCP) 为 AI 应用提供阿里云服务的无缝集成能力。该平台支持数万个阿里云 OpenAPI，让开发者能够轻松地将阿里云的各种服务能力集成到 AI 工作流中。
An MCP (Model Context Protocol) server for Tailscale, enabling detailed queries and operations for devices, DNS, users, invites, keys, webhooks, services, logging, policy validation, and tailnet...
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🚀MCP server for accessing RedNote(XiaoHongShu, xhs).
Query and Summarize your chat messages.
🐉 The fast, PHP way to build MCP servers
Easy peasy MCP servers in Django.
A remote Cloudflare MCP server boilerplate with user authentication and Stripe for paid tools.
OpenOSINT OSINT agent for security researchers and analysts: 18 investigation tools behind a natural-language interface. Use it as a REPL, CLI, MCP server, or browser Web UI.
Building MCP servers with Delphi
MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active tokens and -83% wall time, vs 78.3% plain. Structural code navigation + persistent memory engine.
Official CLI for muapi.ai — generate images, videos & audio from the terminal. MCP server, 14 AI models, npm + pip installable.