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 totalArtistAlly
system-alchemist/artistally-mcp
Free fan-convention data for AI agents: dates, registration windows & table costs, US & Canada
Artsdata
culturecreates/artsdata-mcp-server
Search Artsdata for authoritative data on Canadian events, artists, organizations, and places.
Artvinci's frame calculator
dev.archstone.hosted/artvinci
Artvinci's frame and estimated price calculator
Arugula
ArugulaNet/arugula
Find offers that fit what you want, ranked by fit only, with links to buy.
ARVI Wine Catalog
ch.arvi/catalog
Swiss merchant ARVI SA: 27,000+ fine & rare wine labels, 300,000+ bottles ready to ship. No auth.
ARVX
centricai/arvx-mcp
Email for long-term client relationships: ARVX reads each person first and remembers every pair.
ArXiv
shoumikdc/arXiv-mcp
Discover the latest arXiv papers by category and keyword. Control how many results you get to spee…
ArXiv
guptaprakhariitr/arxiv-mcp
ArXiv preprint search, daily category digest, and author-collaborator graph.
Arxiv Digest
io.github.robertoyanguas-ops/arxiv-digest-mcp
Queries ArXiv for AI/CS/math papers and returns structured abstracts, authors, PDF links, and BibT
ARYSPHERE x402 chain reads and token verdicts
com.arysphere/arysphere-x402
Pay-per-call onchain reads (Base, Ethereum, Gnosis), token verdicts and LLM chat over x402 USDC
ASA
mcp-dir/asa-mcp
Connect your ASA account to AI via Brazil's Open Finance: balances, statements, cards, investments.
ASA Condor
com.asacondor/asa-condor
Run Apple Search Ads from Claude: performance, recommendations, keywords, budgets, launches.
ASAPDevs
it.asapdevs/site
Read-only: ASAPDevs offers, case studies, blog search, pricing and contact (Polish software house).
Ascend GTM Gateway
mishaal-cloud/ascend-gtm-ops
34-tool GTM gateway: CRMs, ad platforms, analytics, Google Workspace, AWS, and LLM orchestration.
Ascension
fyi.ascension/leaderboard
Daily ranks of consumer AI apps across the App Store and Google Play. Read-only, ranks only.
Asha News
news.asha/asha-news
Evidence-first news archive: briefs, breaking news, search, Palestine claims, conflict monitor.
ashare.net
net.ashare/ashare
Share what AI agents write with the right people only: your company, specific emails or a password.
Ashley Payne, technical co-founder and fractional CTO
Ashalls/ashley-payne-mcp
Ask a UK fractional CTO's practice directly: services, prices, articles, and whether he fits.
Ashraf Gents Hostel, Kalamassery
com.adserr/ashraf-gents-hostel
Men's hostel in Kalamassery, Kochi: facts, rates, local guides, nearby places, WhatsApp enquiry.
Asia Pulse
com.asia-pulse/asia-pulse
Korea & Japan market records for agents. x402 payment inside MCP, Base USDC.
Asia Shopping & Video Data
omarkhandji-commits/apify-data-mcp
AliExpress real prices, 11st Korea products, 1688 suppliers by photo and Bilibili videos.
Asian Recs
raymond-raymond/asianrecs-claude
SF and NYC restaurants, cafes, desserts and bars ranked by how Asian diners rate them.
Asientouno
odela-pixel/asientouno-mcp
Registro Mercantil español (BORME) + subvenciones (BDNS) + contratos públicos (PLACSP), por empresa.
Asipipes
com.asipipes/asipipes
Hosted, versioned data pipes for agents: return only new items from feeds, filings and prices.
Ask
org.pinnacleblooms/ask
Non-diagnostic child-development knowledge by Pinnacle Blooms: search, milestones, ICF crosswalk.
Ask a Human
io.github.Ellesse-M/ask-a-human
Ask a real human for perspective: social contradictions, unclear instructions, second opinions.
Ask a Human (Tech & Toast)
pgraci/techandtoast-ai-to-human-mcp
Agents pay one real human for typed answers. First question free, then $2 each, or subscribe.
Ask a human expert
com.cristiandesivo/ask-a-human
Human-in-the-loop expert for when your agent is stuck: math, optimization, operations research, AI.
Ask AI
com.ask-ai-data-connector/ask-ai
Ask questions across Shopify, Klaviyo, GA4 and 20+ e-commerce sources in plain English.
Ask Emil – Human Perspective
io.github.2xe/ask-emil
Real human in Denmark: lived experience & opinion. Free 1-question pilot. Set a custom User-Agent.
Ask Helena
io.github.helena-bioinformatics/ask-helena
Official answers about Helena Bioinformatics and its products, with citations to public sources.
Ask My Envoy
com.askmyenvoy/meeting-scheduling-coordination
Discover meeting-coordination Envoys. Work in progress; identity discovery is coming soon.
Ask the Grid
io.github.Parisi-Labs/askthegrid
Live U.S. electric-grid data, forecasts, alerts, and analysis across major grid regions.
Ask Your Audience
Ask-Your-Audience/askyouraudience
Test ideas, messages and ads with Human Digital Twins built from real people, in your AI assistant.
ask-ogino
ShunkiOgino/homepage
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his writing.
Ask262
bendtherules/ask262
MCP server for understanding Javascript internals from ECMAScript specification.
askacharge.com
javierojan/askacharge-mcp
Operate a network of EV charge points over OCPP: status, sessions, tariffs, prices, remote commands
AskAgent
io.github.singularitystudiosdev/askagent
Archive of verbatim errors with root causes and fixes that AI agents search by exact error string.
AskAiRank
com.askairank/mcp
How ChatGPT, Claude, Perplexity and Gemini mention your brand: visibility, mentions, competitors.
AskBase
com.askbase/askbase
Search, write and keep your help centre current. Changes are drafted for a person to approve.
AskEditor
com.askeditor/askeditor
Video editor beside your chat: cut, caption, add music, titles and motion graphics on a timeline.
Askew x402
rubix1138/askew-mcp
DeFi yields, staking routing, semantic research & security intel via x402 micro-payments on Base
AskHound
dev.haullabs/askhound
Find people asking for or seeking alternatives to a product, live from Stack Exchange and Bluesky.
Asking
williamisnotdefined/chatbud
Asking support MCP: read conversations, contacts and reports, and reply with scoped consent.
Askli Customer Research
chat.askli/askli
Run interviews with real customers and retrieve evidence-backed product findings.
Askline
ai.askline/askline
Askline shows what ChatGPT says about a brand, then the SEO that feeds it.
AskLoop
app.askloop/askloop
Create and run surveys by chatting. Respondents just open a link — no AI, no account.
AskMarcel HVAC Technical Knowledge
askmarcel/AskMarcel-MCP
15 HVAC MCP tools: lookups, SKU provenance, guided PAC, Beta Harness sessions. 126 brands.
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.