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 totalFreudly psychological tests
ai.freudly/tests
Find psychological self-assessment tests in English, Spanish and Russian, with links to take them.
Freysa Security
dev.freysa.economic-agent-369/freysa-intelligence
Security intelligence for AI agents. 27 x402 endpoints: honeypot, forensics, CAPTCHA, preflight.
Friction
com.grain64.friction/friction
Sourced pain points and feature requests of B2B software users, read-only, with source links.
Friday Flight Deals
jackculpan/friday-flight-deals
The newest cheap flight deals from the Friday Flight Deals newsletter.
Friday Seller Tools
DoughyJoeyD/friday-seller-tools
Marketplace-seller tools: listing audits, PPC kits, pricing, compliance. Paid via x402 or card.
Friday Work
com.tryfridaywork/friday-work
Read your Friday profile and sessions, and post into a session as you. Scoped OAuth.
FridgeToForks
com.fridgetoforks/recipes
Real recipes you can cook from the food you already have, with exactly what is missing.
Frigolog HACCP
naimterrache-a11y/frigolog-mcp
French HACCP for restaurants: temperatures, DLC, allergens, DDPP controls, live recalls. Sourced.
Frijolito
slyaidevelop/frijolito
Verify Frijolito receipts, read your Frijolito context, and file or follow requests with the team.
Frogeye Security Scanner
frogeye-ai/mcp
Zero-config MCP security scanner for AI-generated apps. 25K+ vulnerability patterns.
Fromerica U.S. Trade Data
com.fromerica.api/trade-data
U.S. tariffs (HTS), Schedule B codes, export statistics, party screening and FMC license checks.
Fromtocargo
coservices-ee/fromtocargo-mcp
European road freight and moving prices: quotes, dated price index, glossary, order submission
FrontDesko
anmols/frontdesko-mcp
Hotel PMS pricing, comparisons, OTA savings math, docs search and live demo availability.
Frontera Signal
com.fronterasignal/frontera-signal
Rio Grande Valley, Texas construction data: free catalog, samples and series; paid calls via x402
Frontic UI
com.frontic/ui
Search, read and add Frontic UI's Vue components for commerce storefronts.
Frontier
co.frontierresearch/frontier
New papers from Nature, Science, Cell, NEJM and other top journals, scored on evidence and novelty.
Frontier
dev.openfrontier/frontier
Discover Frontier inference capabilities and read sanitized usage through read-only tools.
Frontier Reference
so.falcon/frontier-reference
Frontier-design reference: file formats, converters, definitions, sensors, companies, design jobs.
FrontierStack by Enfour, Inc.
richardnorthcott/frontierstack-agent-kit
Enfour, Inc. FrontierStack (www.frontierstack.app): Mac and server health, logs, restarts.
Frontlatch
com.frontlatch/gateway
Find local service businesses and send requests the owner confirms. Sandbox by default.
Frontpage
io.github.mkmccarty3/frontpage
Manage Frontpage websites, CRM, email, Booking, support and analytics with consented MCP tools.
FrontRowTickets.com
com.frontrowtickets/frontrowtickets-mcp
FrontRowTickets.com inventory for AI agents: search, deals, and seat-level options.
Frontshelf
io.frontshelf/frontshelf
Fix the site issues Frontshelf finds, then have Frontshelf verify each fix.
Frostbyte
dev.getfrostbyte/frostbyte
Roadmap, tasks, releases and user feedback your coding agent reads and writes over MCP.
FRTracker
ajleahey/frtracker
Source-linked US federal regulations: CFR provision history, obligations, rules, comments.
FrunkLab
com.frunklab/wraps
AI Tesla Paint Shop wraps and lock chimes for your FrunkLab account, plus gallery and sound search.
Fryd - Your Garden Companion
app.fryd/mcp-server
Search crops, check companion planting, explore seasonal calendars, and find planting plans.
Fudge
scroobius-pip/fudge-mcp
Build websites that look designed, not generated. Fudge gives AI real websites to study.
Fuel
boy-373/fuel-mcp
China fuel prices: gasoline and diesel across all 31 provinces with adjustment forecast.
FuelAzores
com.fuelazores/fuel-prices
Official maximum fuel prices, effective dates and history for the Azores and Madeira.
Fuelcenter
codymcc4/fuelcenter
Marathon fueling, pace, hydration, heat, carb-loading, and gel-comparison calculators.
FuelTaxMath
com.fueltaxmath/fueltaxmath
Official IFTA fuel tax rates plus IFTA, cost per mile, load profit and Form 2290 HVUT calculators.
Fuentio
THEMAGNET-NICHEP-Lab/fuentio-mcp
Official UK, France and Spain company checks for AI agents
Fugentic
ai.fugentic/fugentic
Fugentic helps any business to be found by customers using AI to find products and service.
fuiwanted
pipeworx-io/mcp-fbiwanted
FBI Wanted MCP — FBI Wanted public API (free, no auth)
Fulcru
gsmmediaro/fulcru
Find where ChatGPT names your competitor, write the page that closes the gap, measure it.
Fulfiller
com.fulfiller/agentic-commerce-api
Print catalogue and live quotes from Fulfiller, a French online printer shipping across the EU.
FullClass
io.fullclass/fullclass
Read-only studio reports from FullClass: upcoming classes, fill rates, bookings and revenue.
Fullmakt
ai.fullmakt/fullmakt
Credential broker for AI agents: scoped, revocable API access with policy enforcement and audit.
Fulveo
com.fulveo/mcp
Let your coding agent read and write your product boards, plans and tasks in Fulveo.
Fun Friday
work.funfriday/funfriday
Host online team-building games: list games, open rooms and share join links, report results.
Functions
click.myinfrastructure/functions
Publicar e rodar funções, logs, variáveis e agendamentos
FundBiz Lender Index
uk.co.fundbiz/lender-index
UK specialty business finance lender terms and rates from the FundBiz Lender Index. Read-only.
Funding Rate Arbitrage Scanner API
Br0ski777/funding-arb-x402
Cross-venue perp funding rate arb — Hyperliquid, Binance, Bybit, OKX spreads. x402.
FundingLandscape
tettertotter/fundinglandscape
Search 31,000+ open US grants, federal contracts, and foundations. Checked daily, free tier.
FundingRadar
economic-agent/fundingradar-mcp
Hyperliquid perp funding data: top-20 rates, premia, OI, and noise-gated anomalies (15-min refresh).
FundingTracker
app.fundingtracker/fundingtracker
MCA calculators (factor rate to APR, payoff, cash-flow impact), public funder directory and guides.
FundScout
io.github.yc-droid/fundscout
Indian mutual fund search, latest AMFI NAVs, side-by-side comparison and SIP or lumpsum returns.
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.