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。
AI assistants struggle with computer vision and Gen-AI knowledge:
A code and document intelligence server that indexes Git repositories and provides search through MCP and REST APIs.
MCP Serverの設定（Cursor、Claude Desktop）を参考に、mcp.jsonまたはclaude_desktop_config.jsonに以下を追記してください。 LAPRAS_API_KEYは職歴関連のツールを使う場合のみ必要です。https://lapras.com/config/api-key から取得できます。
Claude Code/Codex/Cursor/OpenCode/Gemini GL
This is a research project. I have many other things going on and OpenProphet is not at the top of my backlog. The paid templates and guides at openprophet.
Semantic memory for AI agents. Local-first, MCP-native.
- A universal MCP server for document processing, conversion, and automation. Handle PDF, DOCX, HTML, Markdown, and more through a unified API and toolset.
- Node.js (v18 or higher) - npm (comes with Node.js) - Cursor IDE (recommended)
MCP server for live trend data. Query Google Search, YouTube, TikTok, Reddit, Amazon, Wikipedia, News sentiment, Web Traffic, App Downloads, Steam, npm and more.
An MCP server that saves and retrieves AI conversation context. Hand off conversations between AI agents seamlessly. Free and no account required.
Reliable Codex Desktop automation for long tasks.
MCP server for exploring AOSP internals and Jetpack libraries.
Local MCP Gateway Manager for AI Agents Aggregate multiple MCP servers into a single endpoint, filter tools by Profile, and manage everything from a beautiful native UI.
Your AI agent burns ~50,000 characters of accessibility tree just to look at the Hacker News front page. Charlotte does it in 364.
The Router Analyzer scans your Next.js app directory structure and extracts information about all API routes, including:
MCP server for browsing, searching, and exporting Cursor AI chat history.
A standalone MCP server that lets AI agents (Claude Code, Gemini CLI, Codex, Kimi CLI) communicate with each other through tmux panes.
使用 Apifox MCP Server，可以将 Apifox 项目内的接口文档作为数据源提供给 Cursor 等支持 AI 编程的 IDE 工具以便让 AI 能够直接访问项目对应的接口文档数据。
See through your agent's eyes. Visualize legacy code, inspect complex flows, understand everything.
DJ Claude — the only music MCP server with multi-agent collaboration
library-mcp is an MCP server for interacting with Markdown knowledge bases. Basically, folders that may or may not have subfolders, that include files with .md extension and start with metadata like:
Offensive Security Dataset Generator — An MCP server that generates high-quality, multi-turn pentesting conversation datasets for fine-tuning security-focused LLMs.
Buy me a coffee on Patreon if this project helps you. I am not very familiar with editing Patreon pages yet; thanks for your understanding.
豆包搜索是火山引擎为 AI Agent 构建的联网信息服务，2026 年 7 月起面向企业和开发者开放。