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。
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
A Model Context Protocol server that gives any LLM (Claude, GPT, local Ollama, …) the ability to search the web, fetch and clean up pages, and read documents — without you signing up for a single...
Meilisearch | Meilisearch Cloud | Documentation | Discord
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
A Model Context Protocol server that provides tools for searching and accessing programming resources across multiple platforms.
A Model Context Protocol server that provides Google search capabilities through the Serper API, along with an AI-powered Deep Research tool.
Model Context Protocol server for Google Search Console API - integrate with Claude Code and Claude Desktop
MCP server that exposes Zotero library operations as tools for Claude. Supports searching, browsing collections, adding items by DOI, importing PDFs with fulltext indexing, open access PDF discovery...
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
A Model Context Protocol (MCP) server implementation that provides a web search capability over stdio transport. This server integrates with a WebSearch Crawler API to retrieve search results.
A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.
MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants
Production ready MCP server with real-time search, extract, map & crawl.
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and...
搜索仓库、查看 issues、审查 PR，并总结 release。
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
为智能体提供可控浏览器会话，用于研究、测试、截图和网页任务。
A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.
A powerful web research pipeline MCP built using the Atomic Agents framework.
Google Search Console Insights with Claude AI for SEOs
codespelunker - CLI code search tool that understands code structure and ranks results by relevance. No indexing required with CLI, TUI, MCP and HTTP support.