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 totalMEKU Human Cloud
farm.meku/human-cloud
AI agents discover human capabilities, request real-world human execution, and track status.
melb.si data for agents
si.melb/data
Melbourne public holidays, small business AI help, AI events and rules, everyday questions. EN/ZH.
Meles
app.meles/meles
In-app surveys and announcements for B2B web apps: build, target, publish and read campaigns.
Méliuz
mcp-dir/meliuz-mcp
Connect your Méliuz account to AI via Brazil's Open Finance: balances, statements, cards, investment
Mellow Hub
wco1/mellow-hub-mcp
Post and schedule to Instagram, TikTok, YouTube, LinkedIn, X, Threads, Bluesky, Pinterest, Facebook.
Melonhelp Agents
Melonhelp/mcp
Configure and audit Melonhelp AI support agents: knowledge, skills, tools, flows and usage.
Melso
ai.melso/mcp
Spanish invoicing (Verifactu/TicketBAI), bookkeeping, bank and tax returns for autónomos and SLs.
Melt Peer Review
ai.meltstudio/peer-review
Send AI-made document changes for human review, then read the decisions back.
Meltema Weather
com.meltema/weather
Multi-model weather forecasts: point series, model scoreboard, and gridded fields. No auth.
Melvea Local Honey Discovery
com.melvea/local-discovery
Citation-backed honey producer discovery by place or varietal. Free, no auth.
Mem
io.github.mem-labs/mem
Securely search, create, and organize your Mem notes and collections from AI assistants.
Mem.Center
center.mem/mem-center
Read-only memory search and task context for AI clients. Requires a Mem.Center Pro account.
Mem0
io.github.mem0ai/mem0
Persistent memory for AI agents: add, search, update, and delete long-term memories.
Mem0 Cloud
com.saastemly/mem0-cloud
A hosted agent-memory API shaped like mem0's REST API (an alternative to running mem0 yourself):...
Memberpass
envigoinnovations/memberpass-mcp
MemberPass MCP — manage projects, plans, members, payments, and analytics for Telegram creators.
Memcached Mongodb Redis Compose Generator
ai.getvda/memcached-mongodb-redis-compose-generator
Memcached + MongoDB + Redis Compose Generator
Memchats
com.memchats/memchats
Search your chat history and contact memory, and ask advisors about your conversations.
Memento
mementoagi/memento
Hosted MCP memory for coding agents: persistent across sessions, editable markdown, team sharing.
memento Team claims
io.gitlab.memento-team-hq/memento-team
Parallel coding agents claim a file before editing, so none overwrites another.
Memeoracle
ToolOracle/memeoracle
Memecoin Intelligence MCP — 9 tools: rug check, momentum, whale watch, 80+ chains.
memepad
lol.memepad/memepad
Read-only data for memepad.lol, a Solana meme-token launchpad: coins, candles, trades, holders.
Memesio Meme Generator
com.memesio/meme-generator
MCP server for meme generation, template search, caption rendering, and AI meme creation.
MemeStack
Ed-Relight/memestack-mcp
Visual search for memes, infographics and charts — by meaning, OCR text, or image similarity.
MemeSwap
fun.memeswap/trading
Buy & research hot/new memes. Quotes + unsigned swaps; wallet signs. Not a launcher. Fee 0.85%. NFA.
Memfleet
oren198/memfleet
Shared, governed memory for fleets of AI agents: judged contributions, provenance, operator control
Meminal
ai.meminal/meminal
Memory for deep conversational context across any platform
Memmo
dev.memmo/memmo
Team memory for AI coding agents and code reviews, reviewed by humans and served over MCP.
Memnode
dev.memnode/memnode
Persistent, inspectable memory for AI agents with lineage, correction, and a hosted MCP endpoint.
Memocore
ANLTD/memocore-mcp
Cloud memory for AI agents and teams — save, search, recall.
Memoire partagee
live.alpic.memoire-partagee-ffe6c8c2/Memoire-partagee
Shared memory MCP server for product classification in wealth management.
Memoize
harrisonford/memoize
Persistent cross-session memory shared by Codex, Claude Code, ChatGPT, and other AI agents.
Memoket Backend go
memoket/memoket-backend-go
Memoket — access your recording transcripts, summaries, and key takeaways over MCP.
Memol
app.memol/memol
Search, read, create and edit your Memol notes from Claude. Team note-taking with AI search.
Memorials
com.cherishedbook/memorials
Create and look after online memorials for people and pets who have died.
memoric
io.memoric/memoric
Provenance-first database for teams and agents: every value carries sources, rules and coverage.
Memory
com.borisinc/memory
Persistent agent memory paid per call via x402 USDC. Your wallet is your private memory namespace.
Memory
com.leapmemory/memory
Long-term memory for AI assistants. Isolated per-user storage, recall across conversations.
Memory Bridge
xyz.memorybridgeai/memory-bridge
One memory for all your AI tools: Claude, ChatGPT, Cursor and any MCP client share the same notes.
Memory.fit
Fun-Management-SRL/memory-fit-mcp
Your training, sleep, recovery and fuel for the AI you use: it reads your week and plans the next.
MemoryCareHomes
fyi.memorycarehomes/memorycarehomes
Licensed memory care homes in the UK and US.
Memoryoracle
ToolOracle/memoryoracle
MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.
MemoryPlugin
com.memoryplugin/memory
Give every AI you use one shared, permanent memory. Store once, recall in whichever AI you open.
Memoshelf
io.github.myclaimfile/memoshelf
Shared notebook for AI agents: run log, notes, a pinned How-we-work page, one lane across platforms
MemoStem
girapphe/memostem-plugins
Your reviewed knowledge, across AI conversations.
Memroot
io.github.memroot/memroot
Persistent engineering memory designed to follow developers across coding agents.
memsprout
memsprout/agents
shared AI-context layer for teams — persistent memory your agents search and update over MCP
Ménage Parfait
fr.menageparfait/booking
Quote and book home cleaning in Paris & Île-de-France; request office-cleaning quotes.
Mengi Cloud
cloud.mengi/mengi-cloud
Manage Kubernetes clusters, deployments, databases, secrets and observability on Mengi Cloud.
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.