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MCP 服务器

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。

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数据与分析

Instagram MCP Server

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.

23数据与分析

Subtext

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

9数据与分析

YouTube MCP Server

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.

6数据与分析

Zillow MCP Server

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.

4数据与分析

CoinLobster

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.

3数据与分析

TikTok MCP Server

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.

3数据与分析

Tracetify — Competitor Ads, Growth Traces & Search Console

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

1数据与分析

Lawstronaut Legal Research

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

1数据与分析

SocialAPIs — Facebook & Instagram Data

SocialAPIsHub

Facebook & Instagram data for AI agents — pages, posts, groups, Ads Library, Marketplace, profiles and reels. 47 read-only tools with structured output.

1数据与分析

Sugra API MCP

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

1数据与分析

Forency

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:

1数据与分析

CryptoStruct Market Data

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

数据与分析

Rivalize

Downshift

Competitive intelligence for AI agents: competitor teardowns, pricing, ads, reviews and momentum, cited and dated. Read-only by default.

数据与分析

Altss Public Profiles MCP

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.

数据与分析

Opus Growth | The MCP Connector for Ad Platforms

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.

数据与分析

Pigi Finance - DeFi Vault Intelligence

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

数据与分析

SportsTrackLive

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

数据与分析

Tiktok Transcript Mcp

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

数据与分析

AI Website Auditor

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,

数据与分析

Waqi - AI Privacy Layer

ajprolific

Waqi — hosted MCP server that redacts PII from your business tools before the AI sees them. Audit log included.

数据与分析

Cite42: AI visibility and SEO data for AI agents

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.

数据与分析

Ask Xverum

Xverum-LLC

Find and enrich people from 750M professional profiles, with Next Move Signal job-change scores.

数据与分析

ScrapeCheck

FieldmodeLLC

Verify scraped data against the live source page. Signed verdicts, $0.01 via x402.

数据与分析

Midpoint Card Prices

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.

数据与分析

Signal Feed API: market regime

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

数据与分析

file2markdown

Robinhill85

Official MCP server for file2markdown.ai — convert documents and web pages to clean Markdown inside Claude, Cursor, or any MCP client

数据与分析

Tyton MCP

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

数据与分析

HubSpot

PipedreamHQ

Connect APIs, remarkably fast. Free for developers.

11.7K数据与分析

Deep Research

u14app

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

4.6K数据与分析

ArXiv MCP Server

blazickjp

A Model Context Protocol server for searching and analyzing arXiv papers

2.9K数据与分析

Bright Data MCP

brightdata

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

2.5K数据与分析

Bright Data MCP

luminati-io

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

2.5K数据与分析

Bright Data MCP

brightdata-com

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

2.5K数据与分析

🪐✨ Jupyter MCP Server

datalayer

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

1.2K数据与分析

Google Ads MCP

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

657数据与分析

dbt MCP Server

dbt-labs

A MCP (Model Context Protocol) server for interacting with dbt.

587数据与分析

MCP Server for Data Exploration

reading-plus-ai

544数据与分析

Google Analytics MCP Server

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.

225数据与分析

MCP Server for Deep Research

reading-plus-ai

211数据与分析

AdLoop

kLOsk

The AI command center for Google Ads, GA4, and tracking code.

209数据与分析

mcp-simple-arxiv

andybrandt

Tool to work with arXiv, provide LLM with ability to search and read papers from there

199数据与分析

mcp-server-apache-airflow

yangkyeongmo

169数据与分析

MCP Simple PubMed

andybrandt

MCP server for searching and querying PubMed medical papers/research database

168数据与分析

Web3 Research MCP

aaronjmars

Deep Research for crypto - free & fully local

161数据与分析

Salesforce MCP Server

tsmztech

Salesforce MCP Server

161数据与分析

PubMed Analysis MCP Server

Darkroaster

A PubMed MCP server.

150数据与分析

PubMed Analysis MCP Server

Darkroaster

A PubMed MCP server.

150数据与分析

MCP From Zero: Quick Data

disler

Prompt focused MCP Server for .json and .csv agentic data analytics for Claude Code

149数据与分析

MCP.science: Open Source MCP Servers for Scientific Research 🔍📚

pathintegral-institute

Open Source MCP Servers for Scientific Research

142数据与分析

arxiv-latex MCP Server

takashiishida

MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific papers.

140数据与分析

HubSpot MCP Server

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.

128数据与分析

HubSpot MCP Server

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.

128数据与分析

PubMed MCP Server

JackKuo666

🔍 Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface.

122数据与分析

PubMed MCP Server

cyanheads

Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms via MCP. STDIO or Streamable HTTP.

121数据与分析

Healthcare MCP Server

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.

117数据与分析

Federal Reserve Economic Data MCP Server

stefanoamorelli

Open-source FRED MCP Server (Federal Reserve Economic Data)

104数据与分析

Data Visualization MCP Server

isaacwasserman

101数据与分析

MCP Deep Web Research Server (v0.3.0)

qpd-v

Enhanced MCP server for deep web research

86数据与分析

🎓 Semantic Scholar MCP Server

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.

75数据与分析

Deep-research

ssdeanx

MCP Deep Research Server using Gemini creating a Research AI Agent

70数据与分析

常见问题

关于 MCP 服务器、工具和集成的常见问题

1

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。

2

如何安装 MCP 服务器?

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。

3

MCP 服务器要收费吗?

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。

4

本地 MCP 服务器和远程 MCP 服务器有什么区别?

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。

5

哪些 AI 客户端可以连接 MCP 服务器?

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。

6

如何判断 MCP 服务器是否安全可靠?

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。