MCP server leaderboard
Ranked by GitHub stars plus monthly npm downloads.
- 1Markitdownmicrosoft/markitdown/markitdown-mcpConvert many file formats, local or remote, to Markdown for LLMs using MarkItDown.LocalFree193k
- 2Browser Usebrowser-use/browser-useBrowser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.Local + RemoteFree120k
- 3Storybookstorybookjs/storybook/mcpHelps agents write and test Storybook stories for UI components.LocalFree91k
- 4ScraplingD4Vinci/ScraplingWeb scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.LocalFree91k
- 5World Monitorkoala73/worldmonitorReal-time global intelligence across conflict, markets, energy, trade, shipping and cyber. 99 tools.RemoteAccount needed90k
- 6Netdatanetdata/netdataDiscovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.Local + RemoteAccount needed81k
- 7Front-End Checklistthedaviddias/Front-End-ChecklistReview frontend code and live pages against 386 quality-gated web development rules.RemoteAccount needed75k
- 8Context7upstash/context7Up-to-date code documentation for LLMs and AI code editors.Local + RemoteAccount needed64k
- 9Hindsightvectorize-io/hindsightHindsight: long-term memory for AI agents modeled on human memory.LocalAccount needed57k
- 10Codebase MemoryDeusData/codebase-memory-mcpIndexes a repo into a persistent local knowledge graph of functions, classes, call chains, HTTP routes and cross-service links, using tree-sitter and LSP.LocalFree48k34k
- 1Browser Usebrowser-use/browser-useBrowser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.Local + RemoteFree120k
- 2World Monitorkoala73/worldmonitorReal-time global intelligence across conflict, markets, energy, trade, shipping and cyber. 99 tools.RemoteAccount needed90k
- 3Netdatanetdata/netdataDiscovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.Local + RemoteAccount needed81k
- 4Front-End Checklistthedaviddias/Front-End-ChecklistReview frontend code and live pages against 386 quality-gated web development rules.RemoteAccount needed75k
- 5Context7upstash/context7Up-to-date code documentation for LLMs and AI code editors.Local + RemoteAccount needed64k
- 6Reactive Resumereactive-resume/reactive-resumeFree open-source resume builder with remote MCP tools for resumes and job applications.RemoteFree45k
- 7PuterHeyPuter/puterPuter MCP enables AI tools to interact with Puter: manage files, websites, workers, and moreRemoteAccount needed44k
- 8PostHogPostHog/posthogOfficial PostHog MCP Server for product analytics, feature flags, experiments, and more.RemoteAccount needed41k
- 9GitHubgithub/github-mcp-serverGitHub integration for repository management, pull requests, issues and more.Local + RemoteAccount needed34k
- 10Firecrawlfirecrawl/firecrawl-mcp-serverFirecrawl web scraping: search, scrape, crawl, map and extract structured data, with live browser interaction and website change monitoring.Local + RemoteAccount needed7.7k581k
- 1Markitdownmicrosoft/markitdown/markitdown-mcpConvert many file formats, local or remote, to Markdown for LLMs using MarkItDown.LocalFree193k
- 2Netdatanetdata/netdataDiscovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.Local + RemoteAccount needed81k
- 3PosthogPostHog/posthog/mcpInteract with PostHog analytics, feature flags, error tracking and more.LocalAccount needed41k
- 4Playwrightmicrosoft/playwright-mcpPlaywright browser automation: interact with web pages through structured accessibility snapshots.LocalFree39k
- 5GitHubgithub/github-mcp-serverGitHub integration for repository management, pull requests, issues and more.Local + RemoteAccount needed34k
- 6Cuatrycua/cuaMCP server for the Computer-Use Agent (CUA), allowing you to run CUA through Claude Desktop or other MCP clients.LocalFree31k
- 7Mastra/mastra-ai/mastraClient implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.LocalFree29k
- 8Mastra/mcp-docsmastra-ai/mastraProvides AI assistants with direct access to Mastra.ai's complete knowledge base.LocalFree29k
- 9Firecrawlfirecrawl/firecrawl-mcp-serverFirecrawl web scraping: search, scrape, crawl, map and extract structured data, with live browser interaction and website change monitoring.Local + RemoteAccount needed7.7k581k
- 10Semgrepsemgrep/semgrep/mcpScan code for security vulnerabilities using Semgrep.LocalAccount needed17k
Browse by category
All MCP servers
45,118 totalGoloop
io.github.cicerosmoura-alt/goloop-mcp
Métricas, jornadas e visitantes do GoLoop — direto no seu agente, sem trocar de aba.
GoMain
ai.gomain/domains
Domain availability and prices from 40+ registrars, name checks, DNS setup, and a domain broker
Gomess8
Gomess8/API
Measure voice/VoIP path quality -> estimated MOS + live network metrics
GoMind
ingate/gomind
Persistent knowledge graph for AI agents. Remember, recall, and forget facts.
Gonka Second Opinion (multi-model)
bystray/gonka-mcp-server
A second opinion for AI agents: one prompt across several live Gonka models + roles, one call.
Gonkbot
mfzeidan/gonkbot
Log golf rounds in ChatGPT/Claude; scorecards, trends, unofficial WHS math.
GoNoGo
team.gonogo/gonogo
Pressure-test a startup idea in a live voice interview with an AI mentor; get a GO/NO-GO verdict.
Good Earth
lonniev/goodearth-mcp
Climate timing for gardens and small farms: frost, heat, soil and planting dates for your plot.
Good Morning Maldives
com.goodmorningmaldives/newsroom
Read-only Maldives news, researched entity records, source documents and economy data.
Good Peeps Hub
io.github.dinequickly/gphub
Good Peeps retail-media data spine: clients, warehouse performance, meetings, agents. Team only.
Good Turn Studio (all tools)
GoodTurnStudio/goodturn-mcp
All 27 Good Turn Studio helpers in one server: money, health, jobs, travel, art, halal, scripture.
good_honker
com.mino-yakking/good-honker
Ask Claude about Goose shows: setlists, jams, venues, song history. Live from ElGoose.net.
good_wook
com.mino-yakking/good-wook
Ask Claude about Phish shows: setlists, song gaps, jams, venues. Live from Phish.net.
good-sport
ai.good-sport/good-sport
Sports-analytics research assistant that grades its own model and reports the losses. $9.99/mo.
goodbotbad.bot
bot.goodbotbad/goodbotbadbot
The MCP server behind goodbotbad.bot, where the crowd rules AI transcripts good bot or bad bot.
GoodbyeMatrix Citizenship by Investment Costs
com.goodbyematrix/citizenship-by-investment
Citizenship by investment and second passport costs for 9 programmes, per family, with eligibility.
goodrecmovies
com.goodrecmovies/mcp
Movie and series ranking as MCP tools: top titles, search, lookup by IMDb id. Free, no key.
Goodword
GoodwordTeam/goodword-mcp
Access your Goodword relationships: contacts, notes, reminders, intros, recommendations.
Goofish (Xianyu) Marketplace
zen-studio-labs/goofish-mcp
Goofish (Xianyu, 闲鱼) second-hand listings, item details, seller reviews, comments, image search.
Google & YouTube Search, Transcripts and Data - FlashData
io.github.flashdata-dev/flashdata
Google & YouTube data: search, news, images, shopping, places, transcripts, captions and downloads.
Google Ads
ai.adramp/google-ads
Google Ads MCP server — manage campaigns, keywords, and metrics.
Google Ads
ai.b77/google-ads
Read and manage your Google Ads account in chat.
Google Ads
co.pipeboard/google-ads-mcp
Google Ads automation with AI: analyze performance, manage campaigns, optimize bids.
Google Ads
mcp-dir/google_ads-mcp
Full Google Ads management: read (campaigns, performance, ROAS, keywords, search terms) and write (p
Google Ads MCP by AdPlug
danielpopamd/google-ads-mcp
Google Ads MCP server: 17 tools for reporting, campaigns, keywords, assets. Writes preview first.
Google Ads MCP by InsightfulPipe
Insightful-Pipe/google-ads-mcp-server
Hosted Google Ads MCP server for Claude, ChatGPT and Cursor, with each action switched per account.
Google Ads Transparency
DataLeadsPRO/google-ads-transparency
Query Google Ads Transparency data: advertiser suggestions, creatives, and ad history.
Google Ads Transparency (via Apify)
retracn/google-ads-transparency-scraper
Competitors' Google ads for AI agents: every ad a brand runs, with dates and ad text.
Google Ads Transparency Center Scraper (orbots) - Apify Actor
orbotshq/google-ads-transparency-scraper
Every ad an advertiser runs on Google, from the public Ads Transparency Center. Unofficial tool.
Google Ads Transparency Scraper & Monitor
io.github.akhilrajesh213/google-ads-transparency
Google Ads Transparency Center for AI agents: brands' ads, ad copy, political ad spend, removed ads.
Google Agenda
click.myagents/google-calendar
Agenda, horários livres e marcação de compromissos
Google AI Overview Tracker (via Apify)
retracn/google-ai-overview-tracker
Check if Google AI Overviews cite your website: citations, competitors and changes over time.
Google Analytics
click.myagents/google-analytics
Usuários, sessões, páginas e origens do tráfego do seu site
Google Analytics (unofficial)
com.safe-mcp/google-analytics-unofficial
Connect Google Analytics to ChatGPT. Query GA4 data in plain English and get instant insights.
Google Analytics 4 MCP by InsightfulPipe
Insightful-Pipe/google-analytics-mcp-server
Hosted Google Analytics 4 MCP server, with each action switched on or off per account.
Google Calendar2
mayla-debug/mcp-google-calendar2
Schedule and manage Google Calendar events directly from your workspace. Check availability, view…
Google Drive
click.myagents/google-drive
Planilhas e documentos criados e atualizados pelo assistente
Google Flights (via Apify)
retracn/google-flights-scraper
Google Flights for AI agents: prices, airlines, flight numbers, times, stops, emissions.
Google Hotels (via Apify)
retracn/google-hotels-scraper
Google Hotels for AI agents: prices for your dates, ratings, star class, location, photos.
Google Hotels Scraper
RalfIJ/google-hotels-api
Google Hotels prices for any city and dates: nightly and total price with taxes, ratings, amenities.
Google Images (via Apify)
retracn/google-images-scraper
Google Images for AI agents: full-size image URLs, sizes and source pages, with filters.
Google Jobs (via Apify)
retracn/google-jobs-scraper
Search Google Jobs from AI agents: listings with salaries, full descriptions and apply links.
Google Jobs Scraper
RalfIJ/google-jobs-api
Google Jobs listings with parsed salaries and direct apply links, more than 10 per search.
Google Local
johnisanerd/google-local-mcp
Find local businesses on Google: name, address, phone, hours, ratings, and photos.
Google Maps
Sagar27888/google-maps-mcp-server
Search Google Maps businesses via MCP - name, address, phone, rating, hours, GPS.
Google Maps data for agents
sh.fetcher.google-maps/mcp
4 Google Maps endpoints. Pay per call in USDC via x402.
Google Maps Leads
DataLeadsPRO/google-maps-leads
Turn Maps queries into lead lists: businesses, phones, websites, and reviews with async job control.
Google Maps Leads (via Apify)
retracn/google-maps-leads-scraper
Local business leads from Google Maps in any country: emails, socials, website audit, outreach.
About MCP servers
What is an MCP server?
MCP (Model Context Protocol) is an open standard from Anthropic that lets AI assistants like Claude use external tools and data. An MCP server exposes a set of tools, for example "query this database" or "open this web page", that any MCP client (Claude Code, Claude Desktop, Cursor, VS Code, ChatGPT and others) can call.
What is the difference between local and remote MCP servers?
A local server runs on your machine and talks to the client over stdio; you install it with npx, uvx, Docker or from source. A remote server is hosted by the provider and you connect to it with a URL over Streamable HTTP, usually signing in with OAuth or an API key. Nothing to install.
Are MCP servers free?
Most MCP servers are free and open source. Many of them connect to a service that needs an account or API key (for example GitHub, Slack or a search API), and some hosted servers charge per call. Each listing here is labelled Free, Free server with account needed, or Paid service, estimated from its description.
How do I add an MCP server to Claude Code?
Use the claude mcp add command. For a remote server: claude mcp add --transport http <name> <url>. For a local npm package: claude mcp add <name> -- npx -y <package>. Every server page here has the exact command and an mcp.json snippet for other clients.
Where does this directory get its data?
It merges the official MCP Registry, the modelcontextprotocol/servers reference servers and the largest community lists (punkpeye/awesome-mcp-servers, awesome-remote-mcp-servers and wong2/awesome-mcp-servers), de-duplicated by repository, and is refreshed regularly.
How do I add my MCP server?
Submit it at claudecodeagents.com/mcp/submit, or have your agent POST it to /api/mcp/submit. Submissions are accepted automatically and go live straight away once a quick check confirms the repo or URL is a real MCP server.
Sources: modelcontextprotocol/servers, awesome-mcp-servers, awesome-remote-mcp-servers, wong2/awesome-mcp-servers, Official MCP Registry, Submitted by the author. Last updated 31 October 2026. Also see our Claude Code skills directory.