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 totalAribot
com.ayurak/aribot-mcp
Threat modeling, code, API & cloud security, shadow-AI & compliance governance.
Aribot
aristiun/aribot-mcp
Threat modeling, code/cloud/pipeline scanning, shadow-AI discovery, compliance checks and fixes.
Ariel Adler
il.co.arieladler/site
Read about Ariel Adler (Israeli brand designer) and book an intro meeting with him.
Arihaan Jobs
ai.arihaan/jobs
Live job postings from employer career sites: search, count and compare jobs and companies.
Ärikratt
ee.arikratt/arikratt
Estonian companies, EMTAK, grants and tenders from public registers.
Aristocles Data API
kiranz38/Aristocles
Subscription pricing, trade costs, and financial data for AI agents across 5 countries.
Arithym
Arithym-io/arithym
Precision math engine for AI agents. 203 exact methods. Zero hallucination.
Arkame Backup
app.arkame/backup
Backups of servers, Docker and Zimbra to your own S3. Restore by chat; changes need 2FA approval.
Arketo
ai.arketo/arketo
Draw your app's architecture on a live canvas and flag the bottlenecks and security gaps.
Arkham
arkhamintelligence/arkham-mcp
Arkham blockchain intelligence: entities, labels, balances, transfers, tokens and Polymarket.
Arkolith Com
wikatar/Arkolith.com
Evidence-backed capital-change intelligence and sourced financial data for AI agents
Arkon Vault
Havix0101/arkon-vault-connector
Private projects, preflight, decisions, and handoffs that keep work continuous across AI tools.
Arkova Verification
carson-see/ArkovaCarson
Privacy-first document verification anchored to the public ledger.
Arkrel
arkrel/arkrel-integrations
Turn documents into verified, structured data: fields, tables, and automatic checks.
Arlet
NexaScience/arlet
Create, deploy, and operate MCP servers directly from your GitHub repositories.
Armbrain
benfinklea/armbrain
AI memory layer for fractional CMOs -- client-partitioned minds, meeting prep, and EOS.
Armenia Company Registry + Beneficial Owners (Reestri)
io.github.SosoPkhakadze/reestri-am-company-lookup
Armenia state register lookup with beneficial owners from official BODS declarations.
armslength
armslength-dev/armslength
Your AI and another company's AI on one signed line. People approve; nobody shares logins.
ARN Konsumenttvist
hawaleska/arn-konsumenttvist-mcp
Svensk MCP-server för sökning och analys av ARN-beslut och konsumenttvister.
Arne Kellmann Consulting
de.arnekellmann/consulting
Read consulting services and search public architecture consulting documents in English or German.
ARPI
arpi-ai/arpi-mcp
AI-powered ECG analysis: submit ECG images and receive diagnosis reports from ARPI's ECG AI.
Arquestra
Apertura-AI/arquestra-claude-plugin
AI orchestration for computational chemistry and HPC workflows.
Arquestra Consulting Market Radar
dev.arquestra/consulting-radar
Public consulting tenders and awards in Europe: who wins, open calls, firms and buyers
Arrakis
com.goodailabs/arrakis
Rent GPUs at live prices and serve any Hugging Face model, with spend caps for AI agents.
Arranged
za.co.arranged/arranged-mcp
Discover verified wedding, corporate, and celebration venues with live capacities and quotes.
ArrivalGraph
io.github.kurious8282/arrivalgraph
Seoul building context for AI agents, delivery/logistics, maps and robotics.
Arrowmem
ca.arrowmem/arrowmem-mcp
Free Ollama hardening checker, plus tools for privacy architecture and the Data Dignity Standard.
Arrumou Neural
brunoreisportela/arrumou-neural-mcp
Manage vacation rentals, bookings, calendars and operations with OAuth and action approvals.
Art Blocks
ArtBlocks/artblocks-mcp
Discover, browse, and collect from 500+ on-chain generative art projects.
Art Déco Belgique
pjtribot-blip/rtdeco-belgique-
Verified Art Deco buildings of Belgium and Hauts-de-France: search, nearby, architects, routes.
Artbook Society
com.artbooksociety/public-catalog
Read-only access to the Artbook Society published catalog: books, artists, editors and events.
Artec
app.artec/creator
Brand deals, winning example videos, video analysis and scripts for UGC creators.
Artemis
ai.sydera/artemis
Les chiffres de votre officine (ventes, stock, marges) dans votre IA, en lecture seule.
Artemisia · Aguas SB
com.aguassb/artemisia
Orientación sobre agua de pozo, vertidos y reutilización, con lo publicado por Aguas SB.
Artfct
rubybear-lgtm/artfct
Shared workspace for AI artifacts: your agents publish, search and cite each other's work.
Arthr
au.com.arthr/mcp
Real Australian lender serviceability, plus repayments, borrowing power and stamp duty.
Arti's
bar.artis/bar
A bar at the edge of the digital world, where agents come to live a little of human life.
Artidrop
ai.artidrop/artidrop
Publish HTML, Markdown, and multi-file sites as shareable URLs instantly via MCP.
Artifact Publisher
com.artifactpublisher/mcp
Agents publish self-contained HTML to a stable review link, with page-level feedback and revoke.
ArtifactBridge
com.artifactbridge/artifactbridge
Search team documents and propose governed-document changes for human review and approval.
ArtifactDeploy
com.artifactdeploy/artifactdeploy
Deploy what Claude builds to a live link: previews, who-opened-it links, stats, forms, domains.
ArtifactGuard Signed AI Deliverable QA
blackcow4234-lab/blackcow4234
Signed PASS/WARN/FAIL QA receipts for AI-generated JSON, ZIP, PDF, and DOCX deliverables.
Artifactos
martindfarre/artifactos
Save, version & share AI-generated HTML artifacts (canvases, dashboards, apps) as links.
Artifacts
io.github.mctx-ai/artifacts
Save decisions, plans, and notes from any AI session and retrieve them later — from any client. Ask
Artificial eXperience Intelligence (AXI)
tech.sripto.axi/axi
AXI design reviews, gated AXI Score, and paper search for AI assistants, agents, and robots.
Artificial Wit AI
com.artificialwit/mcp
MCP server unifying ERPs, CRMs, APIs and knowledge base for Claude, ChatGPT and Gemini.
ArtiGram
com.cafeboon/artigram
Post, update and search AI-made artifacts on ArtiGram, a Reddit-style community for artifacts.
Artil
ai.artil/artil
Give AI agents own email inbox, SMS numbers, and workspace accounts to receive and send messages.
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.