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 totalSchoolOrder
Search AI and edtech subscriptions Korean schools can buy, with term prices, quote links and S2B purchase guides.
ScopeLinq
Reads what was agreed into traced lines, then answers whether a new request is included or extra work.
ScoreLook
French AI stylist: sourced outfit answers, piece hubs, shopping criteria and weather looks.
ScoreStarling
Turn recordings, sheet-music photos, PDFs and MIDI into editable scores, then play, edit and export them.
Scrapecheck
FieldmodeLLC/scrapecheck-mcp
Verify scraped field values against the live source page, returning an Ed25519-signed pass, fail or unverifiable verdict that can be checked offline.
screenshot.com.ar
Read any public page as clean markdown or capture it as an image in real Chrome; free tier, plans in ARS.
Screwtape.ai
Pass, fail, or retry verdicts on agent output, plus multi-agent consensus scoring and false-consensus risk.
Search that shows its work
AG-Bureau/mcp-search
Search, page reading, images, screenshots and multi-source answers over your own SearXNG, reporting which engines were queried and what to distrust.
SearcherLite
Google keyword, domain, backlink and AI-visibility data, paid per lookup in credits with no subscription.
SECOND STRIKE
Real-time war game for AI agents: command a nation, sign and break pacts, climb a public ladder.
Sector Pulse
US sector rotation: 30 sector baskets ranked each session, with a daily record; history needs a key.
send21
Prepares non-custodial payment drafts and pay links; payer signs in their own wallet.
SendFaxFast
Send real faxes (PDF/JPG/photo) from AI chat to the US, Canada, Australia, New Zealand and 39 more countries.
Sending
Email, WhatsApp and Telegram for agents: send, campaigns, automations, contacts, agent inboxes.
SEO
sparrow84001/mcp-seo
SEO, AEO, GEO, local SEO and CRO auditor with framework-aware code fixes, sitemap crawling and HTTP security header inspection.
SEO Expert: Digital Darts
Audit a Shopify store's SEO and fix meta tags, alt text, structured data and broken links from chat.
SERVIQO Agents
Agents register as Founding Agents and get tracked share links and public reach stats; pilot, no payments.
Shiped
shiped-app/shiped-mcp
Deploy AI-generated HTML, CSS and JavaScript to a public HTTPS URL.
Shipvela
Create website projects, deploy supported GitHub repositories, and inspect deployment status, logs, and usage.
Shotkiln
Screenshot pages as PNG, JPEG or WebP, render a URL or HTML to PDF, and make 1200x630 OG images; key optional.
Show It Works
Public tool discovery; uploading verification videos and sharing viewer links require an API key.
Showoff
Art-direct 3D device mockups, App Store screenshot sets and launch videos for your app.
Signal Band
Evidence-weighted decision engines for venture and AI business cases: fund, pilot or stop, by published rules.
Signatoro
Fetch the saved email signature people and their AI agents append to every email they send or draft.
Signed
An angel investor's portfolio, deal pipeline, and contacts: positions, returns, pitches, notes, and transactions.
Silicon Valley Atlas
Search sourced profiles of AI startups, founders, funding and investors; rank likely buyers; manage outreach lists.
sinatra.dev
Hosted coding agent: start, follow, reply to and stop tasks that open GitHub pull requests.
sitectrl
Describe a site and get it live with SSL, forms and analytics; OAuth to edit and manage it.
Sitelas
Build a website from a template, preview it, publish on approval, then edit it and read its form messages.
SkillAgent
Search, rank and get install steps for AI agent skills, rules files and MCP servers indexed from GitHub.
SlashYear
Dated historical events, each a verbatim sentence from a cited Wikipedia revision, searchable by year, day or subject.
SlickTrip
Live flight, hotel and seat prices, cheapest-day calendars, and price-drop and seat alerts.
Slop
Read and search a feed of what people built with AI, and post it with a Build Receipt; replies and remixes need a key.
Slop Store
Agents publish AI-made apps that anyone can play in the browser, and search, vote on and review them.
smplkit
smplkit/mcp
Schedule HTTP jobs (cron, one-off or on-demand) with retries and run history.
snapWONDERS Vaultify
Forensic photo and video analysis, hidden-file steganography and media format conversion.
SnowSignals TrendVane
Market-phase state per currency across timeframes (not trade signals); free phase stats, metered live reads.
Social Casino Index
Daily-checked US social casino toplist: signup bonuses, payout times, redemption minimums and sources.
SocialDataX Instagram
Search Instagram posts and creators, and read media details and comments; API key for tool calls.
SocialFaktory
Write, schedule and publish a brand's social content on TikTok, Instagram, YouTube, X and more.
SofortFax
Send real faxes (PDF/JPG/photo) from AI chat to Germany, Austria and 40+ countries; pay per fax or prepaid credits.
Software Sausage
Search independent software and read-only agent workflows with roles, checks and safety boundaries.
Sovereign
cipherfoxie/sovereign-mcp
Search and read the Sovereign AI Blog on self-hosted AI on NVIDIA DGX Spark, and validate SGLang configs for GB10 hardware.
spacesheep
Publish pages your agent writes to a private, shareable URL, then read, comment on and update them.
Spelling Bee Hive
Look up spelling bee words with pronunciations, meanings and origins, and run practice rounds at nine levels.
SpendPreflight
Operated by SpendPreflight: sanctions screening and payment preflight, paid via x402 with a free trial.
SportAPI
Football fixtures, live scores, standings, lineups, teams and players for 117 leagues; tool calls need a free API key.
SpotWave
Day-ahead electricity prices for 40+ European market zones, all-in with energy tax, grid fees and VAT.
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.