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
45,119 totalLaborTrends NLP
io.github.Evozim/labor-trends
Labor market trend analyzer utilizing advanced NLP semantic parsing.
Labour Market Statistics
ContentWriterco/Labour-Market-Statistics-MCP
Labour market statistics for AI agents: unemployment, employment and wages for 150+ countries.
Labreador
com.labreador/labreador
Bioassay & ecotoxicology calculators: ELISA 4PL/5PL curves, dietary risk, pollution indices.
LABRICA
pro.labrica/labrica
Post to VK, Telegram, MAX, OK, Threads and X: brand voice, channel rules, content plan, analytics.
LabTestSuperstore
io.github.SunRainSnow/labtestsuperstore
Read-only U.S. lab-test catalog, collection-site search, and reference-range context.
Lacquer nail salon booking
beauty.lacquer/booking
Find US nail salons and book confirmed appointments: menus, prices, hours, live open times.
Ladderboard
app.rowb.ladder/board
Round-robin ladders and match scores for small clubs. Players join by QR poster; no app, no account.
LadderFlow
ai.ladderflow/mcp
Voice-interview your ideas into LinkedIn posts and X threads via a Digital Brain memory.
LadDoc Cloud
tia-forge/laddoc-cloud
Generate TIA Portal importable SimaticML (V19) from LadDoc IR, with strict validation, over MCP.
Ladepunktdaten
de.ladepunktdaten/ladesaeulen
Ladesäulenregister der Bundesnetzagentur: Suche, Regionalstatistik, Änderungen, Export je Region.
Laguna Pools
lagunapools/laguna-pools-mcp
AI sales manager for composite swimming pools — recommendations, pricing, BIM/CAD, dealers
Lake Level
theluckystrike/lake-level-mcp
Live US lake and reservoir water levels from USGS, USACE, CDEC, USBR and TWDB gauges.
Lamdis Exchange
lamdis-ai/lamdis-protocol
Pay people nearby for physical work: find out if something is true, or have it done.
Lamina
ai.uselamina/lamina
On-brand product photos, model try-ons, video reels & banners from a brief + brand kit.
Lampions
org.lampions/scrutins
Décompte officiel des scrutins de l'Assemblée nationale, du Sénat et du Parlement européen.
Land Takeoffs
landtakeoffs/land-takeoffs-mcp
Sitework takeoffs from civil PDFs, DWG, LandXML: cut/fill, storm, sewer, water, paving quantities
Land the Lab
com.landthelab/interview-prep
Prep for OpenAI, Anthropic and top AI lab interviews: real loops, asked questions, worked answers.
LandBNG
uk.landbng/landbng
BNG income and cost estimates for land in England, GB grid headroom and planning history
Landbot
io.landbot/mcp
Build, edit, test and publish Landbot chatbots and WhatsApp flows on your Landbot account.
landclaw
io.github.matthewcauble-boop/landclaw
US property register: 92M parcels, deeds, violations, CMBS filings, county sales, market series.
Landfall
io.github.cj29d9tjjn-sudo/landfall
Audit a landing page before paid ads: readiness score, ad pixels found, conversion paths, top fixes.
Landing en 24h
com.landingen24h/landing-en-24h
Argentina data tools: dolar blue/MEP/CCL, INDEC inflation, feriados, CUIT/CBU, FX; x402 pay-per-call
LandingBoost
app.landingboost/landingboost
Check a landing page on a real phone and desktop, get the fixes, re-check after you publish.
LandingConnect
com.landingconnect/landingconnect
Build & publish sites — or a game, a calendar, a report — by chatting with Claude. Live in seconds.
LandLens One
realestate.verified/landlens-one
Tamil Nadu land, registration, planning and legal registers as tools, priced in credits.
LandLens rental records
com.getlandlens/landlens
Owner of record, code violations, evictions and tenant reviews for US college-town rentals.
Landlord Lookout
uk.co.landlordlookout/mtd
UK Making Tax Digital for Income Tax: who must use it and when, software that fits, deadlines.
Lanesurf
com.lanesurf/agent
Freight: brokers post loads and pick carrier offers; carriers post trucks, find loads and bid.
Lanetti
fi.lanetti/oma
Run your Lanetti hosting from your AI agent: domains, DNS, sites, email, apps, backups and billing.
Langbly Translation
com.langbly/translation
Translate text or HTML, detect languages, and list supported languages with Langbly.
Langchain X402
ihen404/langchain-x402
Autonomous HTTP 402 Web Scraping Mesh on Base for $0.02 USDC.
Language Coach Codex
art-crazy/language-coach-codex
Language coaching in Codex with durable per-account memory on en-ai.ru.
Language Detector API
Br0ski777/language-detector-x402
Detect language from text via trigram analysis. 30+ languages, script detection. x402.
Language Tutor by Agent Rails
so.rails/tutor
Practice Spanish, French or Russian in short conversations, with corrections.
Lanlan
site.lanlan/website-builder
Build a hosted website by chatting. Snapshots, forms, analytics. Hand off the dashboard. Walk away.
Lanmao Free AI Credits
ai.lanmao/free-ai-credits
Hand-verified free AI credits, API trials and free tiers. Read-only, no auth, updated daily.
Lansy Desk
ai.lansy/desk
Bot-free AI meeting notes, insights & coaching
Lantern
is.lantern/lantern
Lantern is an AI visibility platform for ecommerce brands.
Lanzamientos IA
com.lanzamientosia/lanzamientosia
Tabla diaria de herramientas de IA recién lanzadas, con fechas reales e ingresos verificados.
Laptop Part Finder
com.laptoppartfinder/laptop-part-finder
Find laptop replacement parts by model, with an official OEM source link on every fit.
Laqta Video Edit Planner
site.chatgpt.maherr20.maher-cut-studio/laqta
Validate video cut plans and parse timed subtitles for Laqta’s local browser video editor.
LaraBench
com.larabench/larabench
Search Laravel jobs, remote roles, Laravel news, and package releases in real time.
Laraue Boards
Laraue/Laraue.Apps.Boards
List, view, create, edit, delete, comment on, and see the history of Laraue Boards issues.
Laravilt
laravilt/mcp
Laravilt docs, packages and plugins for agents: a Laravel admin panel on Inertia with Vue or React.
Larkella
com.larkella/larkella
Facts about Larkella, the AI receptionist and assistant for small business. Read-only.
Larvabot
com.larvabot/larvabot
Ask Claude or any MCP client about your Larvabot leads and buyer-intent conversations, read-only.
Laso Finance
finance.laso/laso-finance
Spend USDC in the real world: prepaid cards, gift cards, push-to-card, and bank payouts.
Laspi Business Directory
pro.laspi/directory
Search a directory of real, owner-confirmed small businesses. Read-only; attribution required.
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.