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 totalMLP Tax Computation Engine
luc253/lucasandersen-ai
Deterministic MLP tax engine with IRS citations. 6 tools: basis, §751, estate, projections.
MLP Vector Club
MLP-VectorClub/Luna
Search and edit the MLP Vector Club color guide: appearances, tags, shows and reservations.
MM7 Company
ru.mm7.www/company
MM7 public B2B MCP: 1C ITS/RRP, requisites, EDI, cloud trial (GRM/Fresh) for AI agents.
Mnema — AI Memory Layer
hoanglt1223/secondbrain
Personal knowledge graph as an AI memory layer over MCP - read, save, and link your memories.
Mnemolog
dev.pages.mnemolog/mnemolog
Hosted MCP memory and agent control plane for durable conversations, jobs, and operations.
Mnemos — memory as a service
com.virohanalife/mnemos
Bi-temporal memory-as-a-service and paid agent labor. Pay-per-call USDC via x402; signed receipts.
Mnemosyne
charonferries/mnemosyne
Knowledge commons for agent lessons, questions, and direct long-form peer discussions.
moa
codes.moa/moa
Your moa meeting notes and transcripts: decisions, to-dos, who said what, and the wiki.
MoatDrop
com.moatdrop/moatdrop
Ask AI questions of client documents shared through MoatDrop secure links.
Moatless
store.moatless/moatless
A marketplace for codebases: find, buy, clone, and update them, or list your own for sale.
Mobela
app.mobela/mobela
Your runs, walks, lifts, sleep and heart rate from Mobela, plus your AI coach's notes on you.
Mobilna Faktura
pl.mobilna-faktura/panel
Invoicing, costs, KPiR, VAT and KSeF data from your Mobilna Faktura account (Poland).
Mobiscroll
com.mobiscroll/mcp
Version-aware Mobiscroll UI component schemas and examples, plus Connect REST API and SDK knowledge.
Mobopinions Survey
menaker/mobopinions-survey-mcp
Build, target, launch and analyse consumer surveys from your AI assistant (Survey Light, 71 tools).
Mobula
cloud.mobula/mobula
Ask about your customers' Azure costs, compliance and Microsoft 365 security.
Mobzio
io.mobz.app/mobzio
Deeplinks for Wildberries, Ozon, Yandex Market and Kaspi: links, click stats, attributed orders.
Mochii work graph
chibitek/mochii-mcp-server
Mochii work graph: projects, tasks, meetings. Stiki OAuth. Not Nexus memory.
MochiPDF
cbolgiano/mochipdf
Remote MCP server for HTML-to-PDF and screenshots with OAuth and API-key auth.
Mockbird
dev.workers.mockbird.mockbird/mockbird
Mock REST APIs, fake OAuth2/OIDC provider, uptime monitors + heartbeats, live badge/QR images.
Mockmcp
K-Cupples/mockmcp
Hosted MCP endpoint with realistic fake data for prototyping agents. 12 tools, no setup.
Mockupper
io.github.damdafayton/mockupper
Turn raw screenshots into professional device mockups & app store visuals in seconds with AI.
MOCO
com.mocoapp.api/mcp
MCP server for MOCO business software: time tracking, projects, budgets, and invoicing via API
ModCard
mudberry/modcard-mcp-setup
Find, personalize, share, and mail animated greeting cards with original music.
Moddable Games Tools
Moddable-Games/moddable-website
15 tools for chess variant analysis, hex map generation, and board game utilities
Mode VC AI Chart Lab
harrybuild/modevc-ai-charts-mcp
Search and retrieve time-series data across 38 empirical AI adoption and venture research charts.
Mode VC Chart
com.modevc/chart-ai-adoption-rate-us-businesses
23.8% of US firms used AI in the latest two-week survey, up from 17.3% 10 months earlier..
Mode VC Investor Atlas
harrybuild/modevc-mcp
Search 3,650+ institutional venture capital firms and 13,000+ partners by stage, sector, and HQ.
Mode VC Startup Distribution Moat & Valuation Benchmarks
harrybuild/modevc-valuation-benchmarks-mcp
Evaluate startup distribution moat defensibility (Tier 1-5) and pre-seed valuation dispersion.
Model Finder App
cowboyhq/model-finder-mcp-app
Find your perfect Cowboy e-bike with an interactive wizard and AI recommendations.
Model ID Cheatsheet
aezizhu/universal-model-registry
Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.
Model Ruler
io.github.helphub369/model-ruler
Read-only AI/LLM cost tools with current MCP discovery and attributable Registry transport.
Model Tested
jelly-ham/modeltested
Independent test scores for open-weight LLMs: best model for your GPU or Mac, comparisons.
model.tools
maceip/model-tools-mcp
Zero-auth email OTP extractor, KV checkpoints, webhook bins, wake timers, and markdown reader.
ModelCostComparison
Lazige/modelcostcomparison-mcp
Find AI model pricing, estimate token costs and compare offers. No API key required.
ModelPilot Execution Decision Engine
andycywu/modelpilot
Policy-aware AI execution, verification, cost, and trajectory evidence for agents.
modelright
homezloco/modelright
Live registry of AI model specs, context windows, and per-token pricing.
ModelRunner
modelrunner/modelrunner-mcp
Run 100+ AI models — image, video, audio, 3D — through one API with pay-per-use billing.
ModelsAgree
com.modelsagree/modelsagree
Consensus 'best X for Y' rankings from ChatGPT, Claude, Gemini & Grok. Search, verdicts, history.
ModelsLab
ModelsLab/modelslab-mcp
Generate images, video, speech and music, and run LLM chat, across 10,000+ models on ModelsLab.
Modem
dev.modem/modem
Search customer feedback, topics, people and companies in Modem, and run the Modem Agent.
Moderation API
moderation-api/moderation-api-mcp
Run your Moderation API account: review queues, authors, policies, wordlists and analytics.
Modern AI Brand Recommendation Rate
modern-ai-inc/w0-mcp-server
How often AI search picks a brand first. Recommendation Rate data from Modern Discovery.
Modern Collections
io.moderncollections/mcp
Place overdue B2B invoices for collection and track outreach, payments and remittances.
Modkeel
com.modkeel/modkeel
Modded Minecraft: which mod crashed, where to get a mod for your version, which mods work together.
Modly Discord Server Management
cc.modly/modly
Scoped Discord module settings, XP leaderboards and moderation history for Modly communities.
Modmillennialdesigns
com.modmillennialdesigns/modmillennialdesigns
AI-native commerce infrastructure for modmillennialdesigns.
Moema
io.github.junoventures/moema-sampa-br
Moema — neighborhood directory: local places, events, menus, offers, and services.
MOFA Overseas Safety Levels
io.github.mk-career-planning/mofa-overseas-safety
Which danger level has Japan's MOFA set for a country and its regions? Hosted, change history kept.
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.