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。
A powerful CLI + MCP Server for working with photos: search, edit, tag and describe photos right from the terminal.
MCP server for web search powered by Google AI Mode (Gemini). Free, unlimited, no API key.
Qwen3-30B-A3B-Thinking via OpenRouter plus multi-source web synthesis with citations.
Your codex login → a full ChatGPT Plus/Pro account (every model, deep research, image gen, code exec) inside Claude Code, Codex & any MCP client. One-line install.
Open-source metasearch backend for MCP, AI agents, and LLM workflows.
Use Zotero, Obsidian, and NotebookLM together, or start with any two. research-hub gives your AI assistant a real CLI, MCP server, REST API, and dashboard for repeatable literature workflows.
This MCP server provides a Python REPL (Read-Eval-Print Loop) as a tool. It allows execution of Python code through the MCP protocol with a persistent session.
🌉 Local-first Proton Mail MCP and CLI through Proton Bridge. Search, read, draft, send, sync, and act on mail from Claude Desktop or Terminal.
The server implements a simple note storage system with: - Custom note:// URI scheme for accessing individual notes - Each note resource has a name, description and text/plain mimetype
Gomaa — Autonomous Agent Memory OS. Persistent memory system for AI agents with Obsidian vault integration, hybrid RRF search, knowledge graphs, security gates, and MCP server.
The official MCP server for Search1API — web search, news, page retrieval, sitemap discovery, and trending topics in one API.
Self-hosted MCP server for docs, code search, and conversational sources
Email for AI agents — read, search, send and triage Gmail / QQ / 163 / any IMAP from the CLI or MCP. Part of the *-use family.
n2-QLN: Intelligent Tool Router & Semantic Search Layer for MCP. Connect 1,000+ tools through 1 interface. Prevent AI model confusion and maximize context window efficiency
这是一款基于 Playwright 开发的小红书自动搜索和评论工具，作为 MCP Server，可通过特定配置接入 MCP Client（如Claude for Desktop），帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布AI生成评论等操作。
MCP server that enables the use of OpenAI's high-end models and their powerful web search capabilities.
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.
Production-grade vector memory MCP server for Claude Code. Semantic search, per-project isolation, rules enforcement, team sharing via git.
mcp server for rust code semantic hybrid search bm25 + embeddings with tree-sitter, gpu accelerated indexing and merkle tree updates
An MCP server implementation that integrates with SearXNG, providing privacy-focused meta search capabilities.
MCP server for Exa Search API.
Code Mode MCP — aggregate all your MCP servers behind search() + execute()
Asynchronous coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastMCP + Git + SQLite
Lightweight semantic code search engine — 2-stage vector + FTS + RRF fusion + MCP server for Claude Code