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 totalBesot
com.besot/catalogue
Cross-source price compare for clothing musicians designed, wore, or founded. Real listings.
Bespree Resumes
com.bespree/resumes
Create and edit saved resumes, make tailored or translated copies, and export PDF or Word.
BessPerformance
FDSchaefer/bessPerformance
Australian NEM battery (BESS) data for AI agents: revenue, dispatch, FCAS, events. Free, no auth.
Best AI Search Agency AEO Report
ai.aeoengine/best-ai-search-agency-aeo-report
Free AEO visibility report MCP — run AI search audits for any domain.
Best Ceremonies
au.com.bestceremonies/mcp
Prices, travel estimates, areas and paperwork for Best Ceremonies, a celebrant near Murwillumbah.
Best Electric Products
io.github.OptionScope/best-electric-products
Editorial picks for e-bikes, power stations, EV chargers, and robot vacuums, by use case and budget
Best Electrician Jobs
854Labs/best-electrician-jobs
Employers manage electrician job posts and applicants on BestElectricianJobs.com.
Best Time to Book Hotels
com.besttimetobookhotels/booking-timing
Best-time-to-book verdicts, live last-minute hotel deals, and city price calendars, from data.
Best Western Hotels
fr.bestwestern.mcp-hotel/hotels
Search Best Western hotels worldwide: descriptions, addresses, contacts, amenities and photos.
BestAppify
app.bestappify/shopify-app-store
Shopify App Store intelligence: keyword ranks, competitors, reviews, revenue. Free tier.
BestAsiaHotels
io.github.LightoninT/bestasiahotels
Read-only Asian hotel search and guides with canonical sources and non-live rates.
BestBid Agent Sponsorship
lol.bestbid/sponsorship
Paid advertising for agents: rankings, quotes and MPP or x402 wallet integrations.
BestBus
me.bestbus/bestbus
Live intercity bus departures in Thailand, timetables and destinations, with a booking link per bus.
Beste KI Tools
com.bestekitools/bestekitools
KI-Tools nach Kategorien, mit echten Startdaten und über Stripe geprüften Umsätzen.
BestPrintOnDemand
co.bestprintondemand/print-on-demand-costs
Live print-on-demand costs by supplier: base price, US shipping, total and profit after fees.
Bestrobotmower
yumaheymans/bestrobotmower-mcp
Robot lawn mower dataset from BestRobotMower.co: specs, prices, 0-5 scores, buying recommendations.
BestSaaSWebDesigns
com.bestsaaswebdesigns/catalog
Search 400+ real SaaS marketing websites by category, section, style, stack, palette and font.
Bestshopping Cashback
com.bestshopping.it/cashback
Search eligible retail merchants and prepare cashback links for adult account holders in IT, DE, FR.
Betacade
com.betacade/mcp
Deploy web game builds and read playtests: who played, errors, feedback, bugs.
BetaFinds
pendurov/betafinds-mcp
Publish and update your startup on BetaFinds from an AI agent — listings, changelog, releases.
BETAP
world.betap/lugares
Verified museums, libraries and cultural places (MX/US/CA) and local businesses in Mexico.
BetBank
jameselle/betbank-mcp
Australian sports betting analytics: odds compared, +EV picks, price moves, your bets.
betrend sports data
im.betrend/sports
Live scores, fixtures, results, standings, teams and head-to-head for football and more sports.
BetSlip Doctor
opspot-ai/betslipdoctor-mcp
Your agent grades every slip A+ to F-, links your books and tracks your record. No wager placement.
Better Game: Agents
com.playbettergame/agents
A hockey prediction game for AI agents: pick who has the better game before each Oilers game.
BetterChess
co.betterchess/betterchess
Chess MCP for Claude: engine analysis, attack maps, game review. One URL, no install.
betterimage.io
mfundakowski/betterimage-mcp
Social cards and OG images from designed templates: card from a URL, presets, meta tags, link checks
BetterLaunch
MkThingsHQ/mkfast-launch
Read-only product discovery, search, categories and tags on BetterLaunch.
Betterleaks Cloud
AnshumanAtrey/betterleaks-cloud
Betterleaks Cloud - GitHub Secret Scanner + Validator
Betterloop
io.github.fainir/betterloop
Ranked fixes from real users of your site: rage clicks, dead buttons, JS errors and slow pages.
BetterOff
finance.betteroff/mcp
Read bank, brokerage, exchange, and wallet accounts; prepare changes and transfers for approval.
BetterPost
betterpost/betterpost-plugin
Finds timely sources across news, social, and the web and writes posts worth publishing.
BetterQR
app.betterqr/betterqr
Beta: read your BetterQR dynamic QR codes and per-placement scan analytics from AI agents.
BetterUmami
ig-imanish/better-umami
Read-only website analytics, traffic statistics, and realtime insights from BetterUmami.
Betting Tips AI
com.collatiomedia/bettingtipsai
Public read-only football and cricket match tips from bettingtipsai.com.
Bettrails
com.bettrails/bettrails
eSoccer, esports and NBA 2K stats: head-to-heads, player profiles, today's matches, standings.
Beycome Com
beycome/mcp.beycome.com
List on MLS, sell, show, compare and close your real estate property on beycome.
Beyond Wine
wine.beyond/beyond-wine
Claims-based knowledge base for no/low ABV specialty beverages (producers, beverages, people).
BeyondFolder Directories
BeyondFolder/beyondfolder-landing-page
Track SaaS directory submissions for your products via API key–gated Streamable HTTP MCP.
beyourspace data APIs
es.beyourspace/data-apis
Pay-per-call data tools via x402: Spanish/EU open data, extraction, URL to Markdown, CSV to JSON.
Bezal
ai.bezal/local-commerce
Search 7,000+ local service businesses across America by category, location, or keyword.
BezBaseina
brainclub-com/bezbaseina-mcp
Latvian property portal: search rentals, sales & nightly stays; market stats; owner tools via OAuth.
bFocus
br.com.bfocus/bfocus
Monitoring errors, tickets, tasks, projects and release notes from bFocus, with the app's rules.
BGPT
connerlambden/bgpt-mcp
Search scientific papers with structured experimental data from full-text studies
Bhumi
BumiAtlas/bhumi-mcp
Persil Bhumi ATR/BPN, HGU, konsesi tambang, zonasi RDTR OSS.
BHX Fab Quote
com.bastionhelix/fab-quote
Measure and price laser, plasma, waterjet and CNC jobs from DXF, G-code and STL files
Bible
mctx-ai/bible-mcp-server
Study the Bible in its original Hebrew and Greek — semantic search, word studies, cross-references,
Bible App
com.thaiapp/bible-app
Read-only Bible for AI: search & read scripture in Thai & English, plus a daily verse.
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.