什么是 MCP 服务器?
MCP 服务器是遵循 Model Context Protocol 标准的程序,把文件访问、数据库查询、网页搜索等工具或数据源封装成 AI 助手能发现并调用的能力。
按分类浏览 MCP 服务器,按 GitHub 星标或最新收录排序。打开详情页查看配置与安装说明。
HasData
Read public Instagram profiles and post feeds by handle in Claude, Cursor, and other MCP clients. Get follower counts, captions, hashtags, mentions, and engagement counts as structured JSON.
Subtext by Fullstory
Session replay, built for agents. Subtext is agentic session review: it captures production sessions of your app and connects them to your coding agent — Claude Code, Cursor, Codex, Devin, your own harness — so it can
HasData
Hosted YouTube MCP server for search, video metadata, channel data and timestamped transcripts. Connect Claude, Cursor or other MCP clients with HasData; no YouTube API key required.
HasData
HasData's hosted Zillow MCP server lets AI agents search homes for sale, rentals and sold listings, then retrieve property details, price history and Zillow estimates as structured JSON.
CoinLobster
The only MCP server with live whale trades across 15 exchanges plus on-chain DEX flow. Smart Money Radar, real liquidations and outcome-scored signals. No API key required.
HasData
Hosted TikTok MCP server for AI agents: read public profiles, account videos, comments and replies, or search videos and creators. Structured JSON for creator research and content analysis.
tracetify
17 tools for marketing and SEO research inside Claude Code, Cursor, Codex or ChatGPT: the ads any domain runs on Meta and Google, how a product grew from 12 public sources with every claim linked, your own Search Console
Lawstronaut-FZCO
Connect your AI to millions of laws and court cases! Lawstronaut is the infrastructure layer that connects AI agents and software to millions of legal documents across 150+ jurisdictions, structured legal data, continuou
SocialAPIsHub
Facebook & Instagram data for AI agents — pages, posts, groups, Ads Library, Marketplace, profiles and reels. 47 read-only tools with structured output.
Sugra Systems, Inc.
Official MCP server for the Sugra API, giving AI agents source-attributed access to 1,500+ endpoints across 36 data domains from 160+ primary sources. Covers markets, economics, company fundamentals, government, news, cl
cheevahagadog
Investigate any website's technology stack: CMS, eCommerce, frameworks, analytics, CRM, payments, and hosting behind any URL. Ask "which of these 15 prospects use HubSpot vs Salesforce?" and get a table back. Free tier:
cryptostruct
Remote MCP server for historical crypto & prediction-market data: search ~500K instruments, live market stats (OHLC, turnover, spreads, depth, slippage), free sample files, and tick-data. Keyless for catalog & stats; opt
Downshift
Competitive intelligence for AI agents: competitor teardowns, pricing, ads, reviews and momentum, cited and dated. Read-only by default.
Altss
Anonymous, read-only search and reads of published Altss company-profile summaries, with canonical citations. Hosted HTTP and npm stdio connections; no private app data or account access.
opusgrowth
Hosted MCP connector to manage Google Ads, Meta Ads, Microsoft Advertising, TikTok Ads and LinkedIn Ads from Claude, ChatGPT and any MCP client. Real write actions with approval gates.
pigi-fi
Query 2,000+ DeFi vaults across 25+ protocols and 14 EVM chains. Get vault risk scores, APR/APY and TVL history, risk-adjusted yield, DeFi base rates and hack/exploit data — for Claude, Cursor, Codex, Gemini CLI and any
STL Solutions
SportsTrackLive is a remote MCP server available at https://mcp.sportstracklive.com. SportsTrackLive is a Live Tracking solution and let you record, share and relive your Tracks! SportsTrackLive provide a real-time tra
deapi-ai
Remote MCP server that transcribes public TikTok videos with an AI speech model. It listens to the audio rather than copying TikTok's auto-captions, so it works on videos that have no captions at all and across the 90+ l
Armstrong Holdco LLC
Check whether ChatGPT, Claude, Perplexity and Gemini recommend a business, right from your AI agent. Get a 0 to 100 AI visibility score with a per-engine breakdown, the competitor named in your place, a full site audit,
ajprolific
Waqi — hosted MCP server that redacts PII from your business tools before the AI sees them. Audit log included.
Cite42
MCP server for AI visibility and SEO data. Check whether ChatGPT, Claude, Perplexity and Gemini mention your brand and which sources they cite, plus keyword search volume and Google Trends. Pay per call, no subscription.
Xverum-LLC
Find and enrich people from 750M professional profiles, with Next Move Signal job-change scores.
FieldmodeLLC
Verify scraped data against the live source page. Signed verdicts, $0.01 via x402.
I Lov Guitars Inc.
Trading-card market prices and grading ROI as MCP tools. Read-only, no auth. Powers the Midpoint Card Prices plugin in ChatGPT; works with Claude, Cursor and any MCP client.
DinevDecor
Daily market-regime context for trading agents: is the market risk-on or risk-off? Honesty facts: rules from the seller's own PAPER research accounts, first issue 2026-10-26, no track record, not investment advice; issue
Robinhill85
Official MCP server for file2markdown.ai — convert documents and web pages to clean Markdown inside Claude, Cursor, or any MCP client
usetyton
Meta Pixel not working, or you need a Meta tracking audit? Tyton MCP finds the break and sets up Meta Pixel plus the Conversions API. https://usetyton.com
PipedreamHQ
Connect APIs, remarkably fast. Free for developers.
u14app
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
blazickjp
A Model Context Protocol server for searching and analyzing arXiv papers
brightdata
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
luminati-io
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
brightdata-com
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
datalayer
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
cohnen
An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all th
dbt-labs
A MCP (Model Context Protocol) server for interacting with dbt.
reading-plus-ai
surendranb
Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents analysis-ready access to website traffic, user behavior, and performance data with schema discovery, server-side aggregation, and safe defaults that reduce data wrangling.
reading-plus-ai
kLOsk
The AI command center for Google Ads, GA4, and tracking code.
andybrandt
Tool to work with arXiv, provide LLM with ability to search and read papers from there
yangkyeongmo
andybrandt
MCP server for searching and querying PubMed medical papers/research database
aaronjmars
Deep Research for crypto - free & fully local
tsmztech
Salesforce MCP Server
Darkroaster
A PubMed MCP server.
Darkroaster
A PubMed MCP server.
disler
Prompt focused MCP Server for .json and .csv agentic data analytics for Claude Code
pathintegral-institute
Open Source MCP Servers for Scientific Research
takashiishida
MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific papers.
baryhuang
A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times.
peakmojo
A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times.
JackKuo666
🔍 Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface.
cyanheads
Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms via MCP. STDIO or Streamable HTTP.
Cicatriiz
A Model Context Protocol (MCP) server providing AI assistants with access to healthcare data and medical information tools, including FDA drug info, PubMed, medRxiv, NCBI Bookshelf, clinical trials, ICD-10, DICOM metadata, and a medical calculator.
stefanoamorelli
Open-source FRED MCP Server (Federal Reserve Economic Data)
isaacwasserman
qpd-v
Enhanced MCP server for deep web research
JackKuo666
🔍 This project implements a Model Context Protocol (MCP) server for interacting with the Semantic Scholar API. It provides tools for searching papers, retrieving paper and author details, and fetching citations and references.
ssdeanx
MCP Deep Research Server using Gemini creating a Research AI Agent
关于 MCP 服务器、工具和集成的常见问题
MCP 服务器是遵循 Model Context Protocol 标准的程序,把文件访问、数据库查询、网页搜索等工具或数据源封装成 AI 助手能发现并调用的能力。
每个服务器详情页都提供可直接粘贴的 Claude Desktop、Cursor、VS Code 等客户端配置代码,大多数几分钟内就能装好。
本页收录的大多数服务器开源免费;部分服务器背后调用的第三方 API(云服务、付费数据源等)可能需要你自备 API key 或订阅。
本地 MCP 服务器运行在你的设备上,通常通过 stdio 连接,数据控制更直接但需要安装运行环境;远程 MCP 服务器由服务方托管,通过 HTTP 连接,配置更简单但依赖网络和第三方可用性。
Claude Desktop、Claude Code、Cursor、VS Code、Codex 以及其他支持 Model Context Protocol 的 AI 客户端都可以连接 MCP 服务器。具体配置格式和支持的传输方式可能因客户端而异。
安装前应检查源码仓库、维护活跃度、依赖、所需权限和数据处理说明,并优先选择官方或可信维护者。对文件系统、数据库、Shell 和生产环境等敏感能力应采用最小权限并定期轮换凭据。