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 totalLinkShrink
softvoyagers/linkshrink-api
Privacy-first URL shortener with analytics
Listing Bureau
listingbureau/listingbureau-mcp
Amazon organic ranking MCP server. Run campaigns, track positions, monitor rank movement.
Listingflow
daleweaver1981/listingflow-mcp
50 AI prompts for real estate listing agents — CMA, MLS, buyer presentations
Little Green Light
WillHeadlee/Little-Green-Light-MCP-Server
MCP server for Little Green Light CRM. Search donors, log gifts, manage groups and contacts.
LiveTrafficCam
bzsasson/livetrafficcam-mcp
Live US traffic cameras from state DOT feeds with verified live status, via livetrafficcam.com
Locksmith
cxk280/locksmith
Lints PostgreSQL migrations for dangerous locking operations and suggests safe rewrites.
Looktwice
eason4kim-rocket/looktwice-mcp
Email, EU VAT, IBAN, and domain validation plus evidence-backed U.S. CPSC recall screening.
Lore Context
Lore-Context/lore-context
Governed AI-agent memory, Evidence Ledger traces, evals, and portable context tools.
Lotero Core
csacanam/lotero-core
Provably fair on-chain slot machine for AI agents: x402 spins on Base, Chainlink VRF results.
Lucid Apple
Lucid-Systems-LLC/Lucid-Apple-MCP
On-device Apple Intelligence as MCP tools for macOS — OCR, tables, entity detection, generation.
Lune Research
RetrogradeLabs/lune-mcp-server
Search peer-reviewed papers and research methodology guidance from your AI agent.
Lupaph
janmalmstrom/lupaph-mcp
Philippine property listings, transfer costs, and real estate legal info via lupaph.com.
LystBot
TourAround/LystBot
Smart lists and reminders your AI can use. Manage lists, categories, and reminders via MCP.
Macbeth
wende/macbeth
Open-source computer use for macOS agents.
Macos
cyanheads/macos-mcp-server
Control macOS settings, apps, windows, audio, Music, displays, screenshots, and Focus mode via MCP.
Madjik io
madjik-io/mcp-server
Quantum-finance market metrics for AI agents, computed by the Black Belt Labs engine.
mail-index
unsoldgroup/mail-index
Local-first, read-only MCP server for recall over your Gmail: search, contacts, threads, digests.
Mail7 Email Validation
dvlop/mail7-mcp
Verify email addresses, clean lists, and audit a domain SPF, DKIM, DMARC and MX setup.
Mailpal
michaelyousrie/mailpal
List, inspect, and run saved HTTP requests from MailPal collections; write tools on Pro
Maproll io
maproll-io/mcp
Make production-ready static maps. Every map is a URL you can embed anywhere.
Mascope
bbb-build/mascope-mcp
World MiniApp reviews and analytics — verified human ratings via World ID
mc-asset
smile-minecraft/mc-asset
Deterministic Minecraft pixel-art engine: textures, animation sheets, and pack validation.
MCHS NWAU Calculator
edithatogo/mchs
Stdio MCP server for MCHS schemas, validation, support status, and evidence.
Mcpshield
MCPShield-Dev/mcpshield
Security scanner for MCP servers - detects tool poisoning and injection
Mcpwatch
lazymac2x/mcpwatch
Audit MCP servers from inside Claude Code. 10 OWASP checks, A-F grade, live leaderboard.
MediaEngine
Tr1ckyMag1ca1/mcp-media-engine
AI image, video, and audio generation for MCP — one API key, every model, wiring never changes.
MemoGraph
Indhar01/MemoGraph
Graph-based memory system for LLMs with knowledge graphs and semantic search.
Memoir
bighippoman/memoir-mcp
Structured session journals for AI agents. Persistent memory across sessions.
MemoryGuard
MerakOsiris/memoryguard
Local-first governed MCP memory backend for coding agents.
MemoTrader
jimbursch/memotrader-mcp
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits by replying.
Mercury Spec Ops
n0zer0d4y/mercury-spec-ops
Modular MCP server for dynamic prompt generation and software development analysis tools
Mercury X402
mercuryx402/mercury-x402-mcp
Agent-payable web data over x402: 18 keyless services an agent pays per call.
Met Museum
cyanheads/met-museum-mcp-server
Search the Met collection, browse by department or update date, fetch full records and CC0 images.
Metamodel App
metamodel-app/mcp-server
AI-callable calculators and engineering models with real formulas. No hallucinated math.
MéxicoAPI
Dagel4k/mexicoapi
Datos oficiales de México: FIX, UDIS, días hábiles, UMA, ISR, municipios, CLABE, RFC, CURP y NSS.
Micropage
micropage-sh/mcp
Create, edit and publish micropage.sh landing pages and blog posts from markup.
Mindbox
theYahia/mindbox-mcp
MCP server for Mindbox CDP API — customer profiles, orders, segments. 3 tools.
Mindvalley Products
mazemax/mindvalley-products-mcp
AI assistant access to Mindvalley products, masterclasses, programs, and certifications.
Mitos
dovahkiin-v/mitos
Architectural decision memory for LLM-native workflows — markdown for humans, a graph for agents.
Modal
george-bobby/mcp-modal
MCP server for managing Modal apps, containers, volumes, and secrets.
Model Finder
Abhiindigloo/EvalHarness
Find the cheapest AI model that passes your tests: audit repo models, build evals, routing, sizing
Mojulo
zombico/mojulo
A 3D compiler for coding agents: objects, worlds and games as small recipes. Emits Godot and STL.
motionprompts
VanguardiaAI/motionprompts-mcp
Plan pages, pick GSAP motion components and get their build prompts and composition rules.
Music Theory
asume21/music-theory-mcp
Scales, chords, progressions, key detection, and genre intelligence for your AI. No API keys needed.
Musicwire
thatdudealso/musicwire
Paid MusicXML validation, rendering, and automated QC for MCP clients.
Myinvois Compliance Rules Feed
ANHQ280/myinvois-compliance-rules-feed
Malaysian LHDN e-invoicing (MyInvois) compliance rules: scope, validation, change-diffs.
Myrsu
VidhiJav/myrsu-mcp
Concentration risk analysis for tech workers with RSU comp — global (US/IN/CA/UK/EU/AU).
MySQL Ops
GT-dinuo/mysql-ops-mcp
MySQL MCP server: browse schema, query, CRUD. Delete/drop gated by user approval.
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.