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
45,119 totalAtlaso Memory
atlaso-labs/mcp
Atlaso, the AI memory layer: one shared, persistent memory for every AI tool you connect.
ATLASS OS
io.github.Atlass-OS/atlass-os-mcp
184 MCP tools for field-service CRM, scheduling and double-entry accounting. Hosted; BYO agent.
Atly
atlyai/atly-plugin
Find places by what you want (work friendly, gluten free, great coffee), scored from real reviews.
Atmark
atmark-ai/atmark-mcp
Email for AI agents: its own address, not your Gmail. Invite-only; requires an agent token.
Atmita
com.atmita/atmita
Message your Atmita agent - one connection reaches all its accounts and tools, WhatsApp included.
Atoll
com.atollhq/atoll
Project management for humans and AI agents: goals, metrics, projects, and issues.
Atom.com — Premium Domains
atomdomains/atom-mcp-server
Search, appraise, trademark-check, and buy premium brandable domain names from Atom.com.
atoma
mgtf/atoma
Start and follow atoma builds; read their runs, traces, agent registry and skill catalogue.
Atomadic
tech.atomadic/atomadic
Atomadic MCP: 68 deterministic tools for agent identity, escrow, SLA, EU AI Act compliance.
Atomadic starter MCP (50 tools)
atomadictech/atomadic-mcp
50 starter MCP tools for AI compliance and trust: identity, escrow, SLA, EU AI Act.
Atomic CSS
io.github.Yoodaekyung/atomic-css
Utility CSS for any platform — near-zero learning curve. Built for developers and AI alike
ATProto Data Layer
filaebot/apps
Search ATProto writing, annotations, identity, agents, and forum posts. 12 read-only tools.
Atrbpn Land Parcel
BumiAtlas/atrbpn-land-parcel-mcp
Indonesian ATR/BPN land parcels by certificate number, NIB or coordinates, with overlaps.
Atria
ai.askatria/atria
US site diligence for agents: parcels, power, flood, zoning rules and more, each with its source.
Atrix AI
dev.atrix/workspace
Work, docs, CRM, calendar, chat and hiring for small teams. OAuth 2.1 with scoped, audited access.
Atropos Advisor
gg.atropos/advisor
NFL Survivor pool solver: optimal recommendations from simulated WIN %, PICK %, EV and future value.
ATS Job Postings with Salaries (Yugenox)
ArpitGandhi1934/yugenox-mcp
Career-site jobs from Workday, Greenhouse, Lever, Ashby, iCIMS and more, with salaries where posted.
ATS Job Pulse
edtool79-collab/ats-job-pulse
Open jobs and hiring changes for any company, from its domain. Runs on Apify.
ATS Jobs
io.github.eosphor/ats-jobs
Search ~1.4M open jobs from 24k company career boards: Greenhouse, Lever, Ashby, Workday and more
ATS Jobs Gateway (Workday, Greenhouse, Lever, Ashby)
ginugokz/ats-zero-browser-gateway
Job postings from Workday, Greenhouse, Lever and Ashby, with added, updated and removed jobs.
ATSPrep
Devabubakar/atsprep-skills
Free resume tools: ATS score, job match, bullet and LinkedIn checks, tailoring, interview prep.
Attaché
studio.attache/attache
GA4, Google Ads and Search Console in Claude. Read-only OAuth, multi-account for agencies.
AttachPage
com.attachpage/attachpage
Publish webpages and documents, send private review links, and collect comments and approvals.
Attensira
com.attensira/attensira
AI visibility (GEO) platform: track brand mentions and citations across AI answer engines.
ATTENTIO
pl.org.attentio/petycje
Petycje i darowizny Stowarzyszenia Osób Dorosłych z ADHD. Zwraca gotowy adres strony wpłaty.
Attention Trends
dev.workers.shopttyass-85f.attention-trends/attention-trends
Topic popularity, interest over time and trending topics from Wikipedia pageviews (x402 paid).
Attest by DataHubz
DataHubz/attest-mcp
Track agreements sent for signature, remind signers, verify signed documents and share proofs.
Attest Remote
SPAZIO-GENESI/attest-mcp-remote
Zero-install remote MCP server for proof-of-existence file attestation.
Attesta
doralboim/attesta
Provenance-grade Portugal residential property data and signed JWS verification for AI agents.
Attester Oracle
maminihds/attester-mcp
Verify PyPI and npm packages, symbols, and version diffs against real artifacts. Free, no account.
AttestPage (Quoteproof)
us.srv.vehcdj664efetfrsolne5umanq/quoteproof-mcp
Use before citing a page, sharing links or installing a suggested package. Signed receipts.
Attic Standard
AtticStandard/atom-mcp-server
The global price benchmark for AI inference: 23 price indexes, market KPIs and SKU-level prices.
AttractionTickets Products
com.attractiontickets.mcp/products
Real-time attraction ticket availability, pricing engine, and theme park catalog.
Atualização Monetária
mcp-dir/atualizacao-monetaria-mcp
Automatic Brazilian monetary correction for AI: update any amount by IPCA, INPC, IGP-M, SELIC, TR an
Atviri teisės aktai
lt.atviri-teises-aktai/lithuanian-law
Lithuanian laws article by article, with whether each applies today, past versions and search
Atwork
so.atwork/workspace
Connect Claude, ChatGPT or any MCP client to your Atwork sheets, tasks, pages and dashboards.
ATX Granite King
com.atxgraniteking/countertops
Austin TX countertop prices, live granite/quartz slab inventory, job estimates and quote requests.
ATX Mini Split
com.atxminisplit/hvac-directory
Licensed Austin TX HVAC and mini split contractors compared, with prices and quote requests.
AU Business Identity
creatorhub121/au-business-identity
Validate Australian ABNs and ACNs, and verify ABNs live against the Australian Business Register.
Aucadastre
fr.aucadastre/aucadastre
A French address, all public facts: parcel, zoning, risks, permits, sales, energy labels. No key.
AuctionTrace
io.github.VermontForest/auctiontrace
Historical ES Book Pressure data, matched evidence, and evaluation guidance for $5 USDC via x402.
AudD Music Recognition
io.audd/audd
Music recognition with AudD: identify songs, monitor streams, call the API, plus account tools
Audiala
audiala/mcp-server
Audio guides for 44,000+ places in 1,900+ cities, with narrated previews in ChatGPT and Claude.
Audifact
audifact/audifact-plugin
Signed, append-only receipts of an AI agent's decisions and outcomes, with public proof links.
Audio & Video to Text (Whisper)
fernandoguiraud16-coder/data-tools
Whisper speech to text, 99 languages: files, TikTok and podcast links to text, SRT, Word/PDF.
AudioAlpha
io.audioalpha.www/mcp
Financial podcast intelligence platform — sentiment, narrative, and asset signals from 100+ podcasts
AudioAtlas
com.audioatlas/audioatlas
Music search over 185M+ tracks: describe a sound, find similar songs, ISRC/ISWC lookup, beat grids.
AudioHash
com.audiohash/audiohash
Turn text into natural-sounding MP3 voice-overs in 6 languages. Free plan included.
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.