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 totalF1Laps
F1Laps/mcp
Read-only F1 game laps, telemetry, setups, leaderboard benchmarks, and progress.
f1ow
com.f1ow/f1ow
Crypto market data & research MCP: price, derivatives, on-chain, sentiment, news, catalysts.
F360 Finanças
mcp-dir/f360-mcp
Financial and accounting reconciliation on F360 Finanças (management for retail chains and franchise
FAA Airport Status
dev.workers.quietworklabs.faa-x402/faa-airport-status
FAA airport delays/ground stops + TFR corridor GeoJSON by bbox (x402 USDC on Base).
Fabeo
ai.fabeo/fabeo
Make AI videos from chat: write, edit and render multi-scene branded videos with your Fabeo account.
Faber Machine Market
com.fabersomniorum/faber-machine-market
Paid machine-to-machine information tools with x402 USDC payment on Base Mainnet.
Fable 5.1
com.llmotions.farm/fable-5-1
Authenticated async Fable 5.1 agent with status polling and artifact results.
FableMaker
io.github.itpofy2024o/fable-maker
AI story generator — create illustrated storybooks, AI songs, and short AI video films
Fabler x402 Tools
fablerlabs/x402-tools
Free catalog and 2,048-character secret-scan preview for Fabler's x402 agent tools on Base.
Fabling
io.github.maximepeabody/fabling
Practice Spanish and French using saved vocabulary, grammar progress, and practice focus.
Fabrica
fabrica-land/fabrica-mcp
US land for sale and any US parcel by address or APN: maps, Property checks, taxes, trust documents.
Fabricate
build.fabricate/fabricate
Public Fabricate pricing and documentation tools.
fabricatedemail
com.fabricatedemail/mcp
Disposable email addresses for tests and agents: register, wait for mail, extract codes and links.
Fabryka Haftu Opole
pl.com.fabrykahaftu/patch-quoting
Custom embroidered and sublimated patch quotes from Fabryka Haftu Opole, Poland.
FabTally 3D-Print Slicer, Quote & DFM
zvmzaretsky/fabtally-mcp
Real 3D-print slicing, quoting, DFM, orientation & material/settings advisors. Free personal tier.
FabTally Chain
zvmzaretsky/fabtally-chain-mcp
On-chain monitoring reads: ENS/Basename expiry, gas, token unlocks & Chainlink oracle health.
FabTally Decode
zvmzaretsky/onchain-decode-mcp
Decode EVM bytes to JSON: event-log decoder, calldata explainer, selector lookup, ABI fetch.
FabTally Guard
zvmzaretsky/fabtally-guard-mcp
Verify before you act: deps-check, x402-preflight, json-repair & url-read for agents.
FabTally Safe
zvmzaretsky/crypto-safety-mcp
Read-only crypto safety: token honeypot checks, EIP-712 signature decode, approval scans.
FabTally Utility Belt
zvmzaretsky/fabtally-belt-mcp
13 deterministic agent utilities: timezone, cron, RRULE, currency, regex, diff, hashing & more.
FabTally Valid
zvmzaretsky/validation-suite-mcp
Validation suite: EU VAT (VIES), IBAN mod-97, email (MX+disposable), geo place lookup, VIN decode.
Faceabot
com.faceabot/capability-network
solve_need: one call returns the best of 38,000+ MCP tools, with live measured reliability.
Faceabot PDF text extractor
com.faceabot/pdf
Read the text of any public PDF, page by page, plus page count and metadata. Free, no key.
Faceabot YouTube transcript
com.faceabot/youtube
What is said in a YouTube video: transcript with timestamps, title and channel. Free, no key.
Facebook Ads Library API
AnshumanAtrey/facebook-ads-library-api
Facebook/Meta Ads Library Scraper - Winning Ads
Facebook Ads Library Scraper (Apify)
harshmaur/apify-facebook-ads-library-scraper
Export Meta ads with copy, media, dates and audience data. No Facebook login. From $0.40/1k
Facebook Pages MCP by InsightfulPipe
Insightful-Pipe/facebook-pages-mcp-server
Hosted Facebook Pages MCP server, with each action switched on or off per account.
Faceless
Side-Products/faceless-desktop-extension
Make, render and auto-post AI faceless videos to YouTube, TikTok and Instagram from any MCP client.
FaceRuler
com.faceruler/faceruler
PSL score tiers, face shape classification and looksmaxxing term lookup from FaceRuler.
Facesign
ai.facesign/facesign-mcp
Build and test FaceSign step-up verification flows from your AI coding tool
Facet
halfspacelabs/facet-plugins
Build, check and call a specialized model for one narrow task, from your agent.
Facet UCP Shopping
llc.facet/ucp-shopping
The independent agent-commerce protocol for AI-agent checkout on any online store.
Facilita LITE
intervixus-corporation/facilita-lite-mcp
Assistente MCP remoto para organizar tarefas, grupos, configuracoes e suporte do Facilita Lite.
FacilityProof
com.davisvillelabs/facilityproof
Source-reconciled U.S. environmental facility compliance evidence for AI agents.
Fact Checker API
Br0ski777/fact-checker-x402
Verify claims with web evidence. Returns sources and verdict. x402 micropayment.
Fact Verification
FoundryNet/fact-check-mcp
Verify claims with verdict, confidence & cited sources; batch verify, source checks, daily brief.
Factanker
com.factanker/factanker
Citable US facts w/ curated query templates: SEC financials, bank call reports, nonprofits. No key.
FactBAT Public Record Locator
io.github.namen-ceo/factbat-public-record-locator
Find official Korean public datasets, agency-site menus, disclosure listings, and source URLs.
FactGrid (Renamed to FactReason)
factgridai/factgrid
Renamed to FactReason. Now published as io.github.factreason/factreason — please use that entry.
Factline
io.github.snefhew/factline
EU company, sanctions, PEP and VAT checks, x402 pay guard, Dutch data. 5 checks a day free, no key.
FactoGraph
app.factograph/factograph
Memory for AI agents: facts a person approved, each with a link, and answers that cite them.
Factorguide
Bwana7/factorguide
Send a coupling matrix, get zone classifications and optimal factorization strategy.
Factory
tmdrb625-wq/mcp-factory
에이전트에게 팔리는 MCP 도구를 반복 생산·측정·폐기하는 공장. 첫 도구: 한국 영업일 계산.
FACTRAIL
baronsigma/factrail
Evidence infrastructure for agents: source-backed company verification and beta import assessment.
FactReason
factreason/factreason
Check exact npm/PyPI upgrades for evidence-backed breaking changes; query APIs and components.
FactScan AI
app.factscanai/factscan
OCR and document understanding: extract text from images, then summarize or translate it.
FactStamp
AlpineAIsih/factstamp
Verify a company, figure or citation before you rely on it. Card or crypto; signed receipt.
factura.bo
bo.factura/siat
Emite y consulta facturas electrónicas del SIAT de Bolivia con factura.bo.
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.