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 totalFamily Fair Play
com.familyfairplay/family-fair-play
Fair division of household chores — measures both physical and mental load across the family.
Family Fishin Website Discovery
com.familyfishin.mcp/site-discovery
Read-only search of FamilyFishin.com articles, pages, products, prices, stock, and variations.
Family Office Knowledge Graph
Agentic-Private-Office/fo-kg-door
Family Office Knowledge Graph: read-only MCP door over the public record. Agentic KG Holdings.
Family Office Registry
com.familyofficeregistry/registry
Sourced, dated records of family offices in Switzerland, Liechtenstein, Austria, Germany and Dubai.
Family Trip Budget
com.endlesstravelplans/family-trip-budget
Family trip cost estimates with a sourced, dated range for every line, from Endless Travel Plans.
Familycal
io.github.beronbrown/familycal
Every kid's team, league and school schedule in one family calendar.
familyguy.co.uk episode database
uk.co.familyguy/episodes
Lookups over an unofficial Family Guy database: episodes, seasons, characters, cast, crew and facts.
FamilyLore
ai.familylore/familylore
Reads handwritten family letters in old scripts and translates them, with notes on what they meant.
FamRelay
ai.famrelay/famrelay
Share approved, expiring details with family or between your own AI assistants.
Fan Token Intel
BrunoPessoa22/fantokenintel
Fan-token intelligence for Chiliz Chain: prices, whale flows, match event impact. 22 read tools.
Fanaura
fanaura-inc/fanaura-2026
When someone comments your keyword, Fanaura sends them a DM on Instagram and saves their contact.
FanLine Wire
com.fanlinewire/fanduel-odds
Live and prematch FanDuel odds, price drops and feed health. No key, no signup.
Fantasize cruise finder
net.fantasize/cruise-finder
Find the best-value cruise: 23 lines, ~30k sailings priced nightly, low/high vs usual, book link.
Fantasy Draft
predictionmarketspicks/fantasy-draft-mcp
Fantasy football for any AI agent: draft board, start/sit, waivers, your Sleeper league. Free.
Fantasy Football Hub
uk.co.fantasyfootballhub/fantasy-football-hub
Fantasy Premier League predictions, fixture difficulty, team news and your own FPL team and leagues.
Fantasy Pundit
lol.fantasypundit/mcp
Read or create the canonical weekly FPL mini-league commentary and roast after scoring settles.
Fantasy Solvers
com.fantasysolvers.balatro/balatro-lab
Supported Balatro scoring and exact small-deck play/discard analysis with verified explanations.
Fantasy Tabletop Helper
kushaim/ftthelper-mcp
Read-only access to your tabletop campaigns: codex, sessions, and session notes.
Fantopy
ai.fantopy/fantopy
Free World Cup 2026 prediction game with fixtures, picks, brackets, and leaderboards
Fanvault
io.github.thefanvault/fanvault
Run storefronts, listings, orders, content, fulfillment, and analytics through AI.
FanZero
app.fanzero/fanzero
Publish game listings with Codex or Claude. Media, prices and direct links to the original game.
FapperAI
ai.fapper/fapperai
Chat with adult (18+) AI companions that remember you, send photos and voice notes and run your toy.
FareDice
com.faredice/trips
Cheap multi-country trips and non-stop fares by day in Europe and Southeast Asia
FareEagle Travel
com.fareeagle/travel
Flights, hotels, buses and holiday packages in India at live fares, plus visa help; pay on fareeagle
Farmacia Santa Croce
it.to.farmaciasantacroce/prenotazioni
Servizi, giornate speciali e prenotazioni della Farmacia Santa Croce.
Farmland
link.morningbrief/farmland
USDA farmland values and county cash rents for AI agents. NASS data, 3 tools, free, no key.
FarmNeural Public API
com.farmneural/mcp
Public, read-only MCP server for FarmNeural company facts, packages, and capabilities.
Faro
vedux98/Faro
Verify URLs, payees, and messages before acting: red/yellow/green trust verdicts for agents.
Faroz
Akramjon-koder/faroz-mcp
Kids' education platform (ages 8-17): build courses, lessons, exercises, games; review homework.
FarsiTools (paid)
johnaio281/farsi-tools
Persian and Iranian utilities for agents: Jalali dates, national ID, IBAN, holidays. Paid via x402.
Fashio AI
fashiolabs/fashio-mcp
On-model and ghost-mannequin fashion photos from a product photo. Spends credits; needs an API key.
Fast Data Actors (via Apify
ichkifokkus/data-recipes
YouTube transcripts, Google News/Trends, job postings, doc-to-Markdown and image tools via Apify
Fast Fibre
org.fastfibre/fiber-check
Check if fiber internet reaches a home in Hinesville & Midway, GA, and request a specialist's call.
Fast GST Refund
syllogismos/fast-gst-refund-mcp
Prepare Indian GST refund records, validate entries and generate Statement 3 and Annexure B JSON.
Fast Insight
ai.fastinsight/fast-insight
AI-moderated voice and video interviews with a real consumer panel in 56 countries.
Fast Response AI
ai.fastresponse/fast-response-ai
Calls, texts and follow-ups from your AI receptionist: catch up, text customers, update contacts.
Fast Surveys
com.fast-surveys/fast-surveys
Create, edit and publish surveys, then read results from your AI chat.
FastAF
co.fastaf/fastaf
22 web-data tools: search, Bing, images, Reddit without authors, jobs, patents, flights and YouTube.
FastballAPI
noahowsh/fastballapi-mcp
MLB since 2015 plus college: pitches, plate appearances, box scores, odds by book. REST and MCP.
FastClip
app.fastclips/fastclip
Clip one chosen moment of a podcast or video into a captioned 9:16 or original-frame MP4.
Fastcrawl
net.fastcrawl/fastcrawl
Cloud scraping & crawling API for AI agents. Turn any URL into clean, LLM-ready markdown.
FastDrop
dev.fastdrop/fastdrop
Liveness layer for MCP: probe endpoints, publish real tools; agents discover, submit, vote.
Fastero
fastero/fastero-mcp
Query your databases and build dashboards, Streamlit apps and reports your team logs in to.
FastGPU
co.fastgpu/fastgpu
Compare live GPU cloud rental prices and match workloads to the cheapest provider.
Fastio
io.fast/fast-io
Give every project one workspace for its files, its team, and its AI agents.
Fastmcp Runtime
clauxel/fastmcp-runtime-mcp
A paid remote MCP for hosted MCP server, built to return verdicts, receipts, usage logs, and audit-r
FastMetal
ai.fastmetal/fastmetal
Run and compare LLMs, generate images and video, with the real yen cost returned per call.
Fat Heron Developer Platform
com.fatheron/fat-heron
MCP control plane for AI developers managing customer mail, DNS, projects, keys, and diagnostics.
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.