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 totalExplorersMap Travel Log
Travel log: mark countries, regions and places, build trips, read stats and rankings; tools need a key.
Factur-X by Orvel
Generate, validate and read Factur-X, CII and UBL invoices; free fixed demo, paid document processing.
FeedMyCart
Shared household grocery list with pantry and weekly supermarket deals in 15 countries.
FeedShine
Build Shopify Google Shopping feeds, fix what Merchant Center rejects, and override product fields.
Feldspar free repository security scan
project-feldspar-resources/feldspar-scan
Deterministic security scan of public git repositories: vulnerable dependencies via OSV, hard-coded secrets and risky config lint, as file:line findings.
Fengshui Calculator
Verifiable Chinese calendar & feng shui: BaZi, flying stars, Kua, almanac with SHA-256 replayable provenance.
FernTool
IP lookup and validation with ASN, geo and VPN/Tor flags, plus WHOIS, DNS, reverse DNS and subnet tools.
Filmmap
Flightmussy/filmmap-mcp
Filming locations of films, series, games and anime: where a title was shot, what was shot at a place and what is nearby, from open Wikidata-based data.
Finalnotice
ptrinh/finalnotice-mcp
Generate localized debt-collection demand letters as PDFs, with matching envelopes, for many jurisdictions and languages.
FindEnergyRates
Live US retail electricity plans and price-to-compare rates by utility or ZIP; free key by email.
Finder Jobs
Job vacancies and salary stats for Russia, Kazakhstan, Belarus, Kyrgyzstan, Germany, France and 4 more countries.
Finology Software
US federal student loan payments, forgiveness timing and tax, cited to primary sources.
Firedrill
Prepare AI agent simulations, scenarios and synthetic tools, and inspect saved outcomes and evidence. Free to use.
Fireflies
Search meeting transcripts, summaries, and action items.
Firmoscop
Romanian companies from official registries: search, risk verdict by tax ID with cited sources, and prospect lists.
Fiskmas
Create, deploy and monitor Docker apps on live HTTPS URLs.
FITsociety
Access approved clients, schedules, bookings, training and nutrition data for fitness coaching.
Fixter
Query production logs, traces, metrics and error issues, get the root cause, and open a fix as a pull request.
Flash Props
iFan6oy/flash-props-mcp
Live sports betting player props for NBA, MLB, NFL, NHL, NCAA and soccer, unified from sportsbooks with American odds, pre-game and live.
FlexYield
RPC gateway for six mainnets with failover: balances, history, ABIs, gas and transactions; x402 pay-per-call.
Floatout
Read Floatout launch plans, guides, and Hyperliquid builder-fee research.
Floot
Build React apps with serverless endpoints, Postgres and auth, run SQL, and publish to a live URL.
Flowmaps
Plan apps in build order: list ventures and Ready features, add ideas, and read step-by-step build plans.
Flowsery
Web analytics, revenue attribution, visitor profiles and AI-found bugs from session recordings.
Fluxmail Cloud
Read, search, draft, send, and organize email across Gmail, Outlook, and IMAP mailboxes.
FluxProof
equinoxaifinance-rgb/fluxproof-agent-card
Monitors public web pages (pricing, policy, changelog) for changes and returns evidence receipts with source URLs, content hashes and change history. Remote MCP server; free plan: 1 source checked daily for 30 days.
FluxSocial
Write captions, generate images and videos, and schedule or publish Instagram and TikTok posts.
FMCSA Carrier Intelligence
Vet US motor carriers by USDOT number: authority, insurance, safety history and identity links; pay per call via x402.
FocusPulse
India and US news stories linked to listed companies, commodities and indices, with sources.
Foliade
Turn a PDF into a mobile flipbook catalogue, customise its reader and publish it.
Foliyo
Create, brand, publish and track client-ready reports, proposals and research pages.
formcarry
Set up form handling for your site (email alerts, auto replies, webhooks) and query submissions.
formset
Describe a form in chat and get a hosted, shareable form back; ask about the answers in the same conversation.
Foundplay
Search free indie browser games by genre, phone support or multiplayer, with a link to each game's page.
FoundryNet
FoundryNet/forge-mcp
Connect AI agents to industrial equipment across protocols and manufacturers: cross-OEM telemetry normalization, health index and failure prediction.
FoxForm
Build scored forms, quizzes and calculators, publish them, and read responses with per-screen analytics.
FoxNose Knowledge
Hybrid search over vectors, full text and structured filters, with auto-embeddings.
Framejet
Screenshot any URL to PNG or JPEG with cookie banners and chat widgets removed; needs a free API key.
Front Sentinel
Read-only dApp and website domain checks: registrar and registry locks, DNSSEC, CAA, SRI, SEAL DNS & Registrar controls.
FrontDesk Chat
Read your AI website front desk's conversations, visitors, bookings and analytics, and draft desk changes for approval.
FrontMCP Docs
Search and read FrontMCP's documentation, pinned to the FrontMCP version a project uses.
FXI Studio
Generate cinematic images and video clips and frame-chain shots into continuous motion, billed to your FXI credits.
G-Guest
Check live availability and book, look up or cancel a table at real restaurants and local businesses.
GammaRips Options Intelligence
DevDizzle/gammarips-mcp
Options-flow data: a curated overnight pool selected on liquidity, per-contract liquidity checks, realized outcome history and exit-rule replay.
gankdat
UK & EU tenders, planning, sanctions, US exclusions, insolvency and company data; free key for tool calls.
Gaplessly
Live appointment and table times at salons, clinics and restaurants on Gaplessly, with a link to book.
GateRoam
Amadeus flight search, fare pricing and client offers for travel agencies.
Gauge
CHANGCHINFU/mcp-gauge
Data signals with hash provenance from USGS, NOAA, ERA5, FRED and SEC EDGAR: floods, air quality, drought, crops, power grid, shipping and SEC filings.
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.