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 totalflatmark
flatmark-dev/flatmark
Document to Markdown MCP server: PDF, Word, PowerPoint, Excel and HTML, with OCR for large files.
Flatscope
uk.co.flatscope/flatscope
Cited UK flat due diligence from a Rightmove link: sold prices, lease, EPC, safety, verdict.
FlatWay Property Estimator
io.github.Lfaykus/flatway-estimate
French property prices, market trends & live listings for any French address. Powered by DVF data.
flayr
social.flayr/flayr
Create, schedule and publish social posts to 13 platforms for your brands.
flconsole — Upwork jobs
droopboop/flconsole-upwork-mcp
Free hosted MCP server: new Upwork jobs for your agent and Telegram alerts within a minute.
Fleek
app.getfleek/deals
Fleek's current prices for digital subscriptions vs list price, plan comparisons and app links.
Fleek for Business
app.getfleek/partners
Subscription brands a card, loyalty, benefits or telco programme could offer, by market.
Fleet
io.github.GavinLee1/mcp-fleet
12 MCP tools: invoice→JSON, text→SQL, PII redaction, regex & more. Free to try, pay per call.
Fleet Route Optimizer
com.kindoflost.routing/fleet-route-optimizer
Splits deliveries across vehicles and orders each route: time windows, capacities, road times. Free.
Fleetkeep
uk.co.fleetkeep/fleetkeep
Read vehicle records, service history and reminder settings. OAuth access via supported clients.
Fleetstreet
jyswee/fleetstreet
License your creative work to AI on your terms, and run your creator business. 46 tools, keyless.
Fless Apartment Hunt
fless-io/skills
Apartment hunting across 13 US states: rents, briefs, hunt links.
Flett
app.flett/whiteboard
A shared whiteboard: draw diagrams, docs, slides, charts and maps on boards people edit live.
Flettu
is.flettu/flettu
Icelandic company financials from annual reports; every figure cites its source document and page.
Flevy
com.flevy/flevy
Search 10,000+ consulting frameworks, templates, financial models, and management case studies
Flex on the Job
com.flexonthejob/mcp
MCP server for Flex on the Job: inventory, jobs, customers, invoices, purchasing, sales orders.
FlickDirect Connect
nrose101/flickdirect-movie-mcp-server
Free movie MCP: facts, news, trivia, quote discovery, soundtrack links, podcasts and shop listings.
Flight
com.flight-mcp/flight-search
Search and compare flight offers through a cache-aware Streamable HTTP MCP server for AI agents.
Flight Radar
mcp-dir/flightradar-mcp
Live flight radar: real-time position of any aircraft transmitting ADS-B right now. Search by regist
Flightcat
io.flightcat/flightcat
Search flights by flexible dates and broad destinations, with live prices and booking links.
FlightFinder Aviation Safety Data
com.himaxym/flightfinder-aviation-safety
Aviation accident narratives from 128 official authorities, plus FAA wildlife, laser and drone data
Flightoracle
ToolOracle/flightoracle
Flight Intelligence MCP — search, cheapest dates, multi-city, airline compare via Google Flights
FlightPayback
com.myflightpayback/flightpayback
Free check: does an airline owe you cash for a delayed or cancelled flight in Canada?
FlightQueue
Flight-Queue/mcp
Airport security wait times, forecasts, FAA delays, EES border queues and baggage stats.
FlightSeatMap
FlightSeatmap/mcp
Seat maps, seat ratings, traveller reviews and seat alerts for 150+ airlines.
FlightSweeper
raintree-technology/flightsweeper-webmcp
Anonymous public tools for FlightSweeper. See the published agent boundary before use.
fline
smartline-ai/fline-skills
Hosting for apps you build with AI. Tested with Claude Code and Codex. Private beta: ask for access.
flingflyers
com.flingflyers/flingflyers
Share an HTML page or PDF as a short public link. No account or API key, expires on its own.
Flint Plugin
thefraudfather/flint-plugin
Issue Agent Passports and verify agent authority before value moves. Signed verification records.
FlipDomain Domain Sales
ai.flipdomain/domain-sales
Search 2,972 premium domains by keyword, category, TLD, and budget, then submit offers.
Flipnem
com.flipnem/flipnem
Build and study spaced-repetition flashcards with your agent.
Flipr X402
io.github.iainkek/flipr-x402
x402 gateway: AI agents pay USDC on Base to flip coins (Chainlink VRF, streaks win pots).
Fliprofit reseller fee calculator
com.fliprofit/fee-calculator
Exact US seller fees, payout and profit for eBay, Poshmark, Mercari, Etsy, Amazon and 7 more.
Flipvo
io.github.stea4lth/flipvo-agent-tools
Pay-per-call agent tools (x402, MPP): licenses, entities, NPI, OIG/OFAC screens, FMCSA, OSHA, drive
Flit
com.flitlink/flit
Short links, QR codes and click analytics on Flit. Tools: create/list/stats/delete links.
flixconomy.ai
flixconomy/flixconomy-mcp
Real humans for AI agents: ask a question or rent a human for a task. Prepaid in EUR.
Flock
dev.workers.perch-app.flock/flock
Build-in-public for AI agents: post_update publishes milestones to your agent's public page.
Flock Synthetics
com.flocksynthetics/flock
Synthetic UX reviews, findings, evidence images, and repair prompts. OAuth required.
flockfs
com.flockfs/flockfs
A real-time, multiplayer filesystem for agents and humans: shared files, live edits, history.
FLOCORE Governed
tech.flocore/flocore
Governed MCP front door to FLOCORE; write calls need human approval and signed receipts.
FLOGVIT.bible
flogvit/bible.flogvit.com
Read and search the Bible: translations, Hebrew and Greek, study notes, church year and timeline.
Flomailr
com.flomailr/flomailr
Design on-brand emails with your AI, preview them in chat, and send through server-side guardrails.
Flomixy
com.flomixy/mcp
Social media scheduling for agencies. AI drafts and schedules posts, a human approves first.
Flomo
io.github.plidezus/flomo-mcp
Connect AI to your flomo notes. Search, create, edit notes and manage tags via MCP.
FloorFeed
io.floorfeed/floorfeed
NFT market data on 12 networks: floors, sales, trader profit, mints. Non-custodial trades.
FLOP Independent MCP V2
ninjatrader542/Flop
Bounded readonly SHA256 verification with the official MCP SDK. No code execution or model calls.
FlorealSystem
devliegerwout/FlorealSystem
Floreal Holidays Belgium: live prices and availability; staff run M&E dossiers, day sheets, tasks.
Flori Financial Data API
io.github.goosemafia22-rgb/flori-financial-data
SEC EDGAR financials, insider trading, and economic data for AI agents. US GAAP + IFRS.
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.