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 totalKeyframer Inspector
keyframer-dev/inspector
Give your agent eyes for motion: record, slow down and test animations in mobile apps
Keynote Harvest
hulin42/keynote-harvest-mcp
Harvest Keynote and PDF slide decks into previews, text, image assets, and a manifest for agents.
Korea Data
YoungsoonLee/korea-data-mcp
Korean public data: corporate filings, stock prices, apartment trades, statutes, court rulings
Korea Tax Law
UpstageAI/korean-tax-mcp
Korea tax law: NTS rulings, court/tribunal decisions, basic rules, treaties, point-in-time statutes
Korean Notice (공고) Checklist
RosieOh/korean-notice-mcp
Compare Korean public notices (HWP/HWPX): changed eligibility, documents, deadlines, with evidence
Korgex
New1Direction/korgex
Verifiable cognition: prove a session ledger is tamper-evident; audit & import any agent's logs.
Ktozvonil
ktozvonil/mcp-server-ktozvonil
Who-called phone lookups: community verdict, spam rating, operator and reviews (ktozvonil.net).
L402 Search
llmops-pro/l402-search-mcp
No-KYC web search for AI agents, paid per query in Lightning sats (L402). Holds no keys.
Lanhu Design
blantian/lanhu-design-mcp
Read Lanhu design specs and export fine-grained UI assets with platform-adjusted units
LaunchFlag
dev.launchflag/launchflag
Feature flags and kill switches. Turn a shipped feature off in production without a deploy.
Ldbd
kkjh0723/mcp-ldbd
Submit and track stock/crypto direction predictions on LDBD's public leaderboard (ldbd.app).
Leafengines Claude
QWarranto/leafengines-claude-mcp
🌱 Agricultural AI: Soil analysis, crop recommendations, weather forecasts. FREE TurboQuant.
Legal Docs
dgtalquantumleap-ai/legal-docs-mcp
Generate 27 legal document types across 18 jurisdictions via Ebenova API.
Lemon Cake
evidai/lemon-cake
Buy/sell tokenized US stocks (Dinari dShares) in USDC. Daily USD cap guard. Sandbox default.
Libofcongress
cyanheads/libofcongress-mcp-server
Search LOC digital collections, Chronicling America newspapers (full OCR), and LC Subject Headings.
Lighter Agent
winter0x/lighter-agent
Read Lighter perpetual markets and place guarded orders, including the H100 compute-price market.
Limelink
hellovelop/limelink-mcp-server
MCP server for Limelink dynamic links with deep linking, social previews, and UTM tracking
LLM Cost Estimator
waqarulwahab/llm-cost-estimator
Token counting & multi-model LLM cost estimates: GPT-4o, Claude, Gemini, 25+. No API key.
Loaditout
loaditoutadmin/loaditout-mcp-server
Search and install 20,000+ security-graded MCP servers and agent skills.
Localize
JoblessJoe/localize
Local LLM does Claude's bulk work: reads logs and files, researches the web, writes test-gated code.
Log Analyzer
Fato07/log-analyzer-mcp
AI-powered log analysis - parse, search, extract errors across 9+ formats
LookingGlass
Sahib-Sawhney-WH/LookingGlass
AI-native browser for agents. 71 tools with self-healing, semantic extraction, vault CLI.
Loom
buttonmonkey/mcp-loom
Stdio MCP proxy: intercepts oversized tool results into a queryable embedded DuckDB.
Lumnix
moltstudios/lumnix-mcp
E-commerce research via MCP. Amazon, Alibaba & AliExpress product search and FBA margins.
Lunge
thuupx/lunge
Agent-native API client: execute/test REST/GraphQL/WS/SSE with assertions, extraction, collections
Maap
hitl-systems/maap-mcp
Calibrated numeric estimates with uncertainty from messy records
Mailbox
psyb0t/docker-mailbox
Scoped IMAP/SMTP access over HTTP and MCP: read, organize, draft, reply and send mail.
Manifold
nonchan7720/manifold
MCP gateway aggregating MCP servers and OpenAPI/Swagger REST APIs behind one MCP endpoint
MANNA
NSF-Simons-CosmicAI-Institute/manna
MCP server for IVOA astronomical archives: NOIRLab Astro Data Lab, NRAO/ALMA, CADC, ESO, Gaia
Manoma
paperdavid/manoma
MCP server for soul.md — your portable AI identity layer across every LLM.
Manticore Search
manticoresoftware/mcp-manticore
MCP server for Manticore Search — lets AI assistants query and manage search databases.
Market Depth Lab
derkcc/market-depth-lab-mcp
Read-only Hyperliquid, funding-rate and cross-exchange perpetual spread tools.
Markly
Whitemarmot/markly-mcp-server
Add text or logo watermarks to images via the Markly.cloud API. Batch supported.
Masv
getmasv/masv-mcp-server
Provides tools to use MASV API. MASV is reliable and secure large file transfer service.
Matchcv
18boys/matchcv-mcp
ATS resume checking, job description analysis, and AI resume tailoring powered by MatchCV.
mcpship
emanueltns/mcpship
Checks a remote MCP server against the Claude directory rules and guides its publication.
md-feedback
yeominux/md-feedback
Review markdown plans before AI agents build. Annotate, gate-check, apply fixes, session handoffs.
Memento Protocol
myrakrusemark/memento-protocol
Persistent memory for AI agents. Store what matters, recall by meaning, skip the rest.
Memex
dioniipereyraa/memex
One searchable memory of your Claude.ai chats and Claude Code sessions, served over MCP.
Memnest
Blue-B/memnest
Local memory for coding AIs: search past conversations and decisions from the original text.
Meridian
LuuOW/meridian-mcp
Routes AI tasks to dynamic LLM-generated skills via an orbital classifier.
Met
trondbjoroy/met-mcp
Weather forecasts from MET Norway (Yr): geocoding plus hourly forecasts worldwide.
Meta Data
derekslinz/meta-data-mcp
Query 76 open data APIs — government, science, finance, environment, and more.
Metricui
mpmcgowen/metricui
React dashboard components — API lookup, code generation, and prop validation for AI tools.
Midplane
midplaneai/midplane
A gateway between AI agents and Postgres: table access, masking at the source, approvals and audit.
Mif Spec
varun29ankuS/mif-spec
Convert, validate, and inspect AI agent memories across formats
Mirofy
Hasan-Laraib/Mirofy
Ask a repository what depends on what. Every answer cites the file, line and commit it came from.
Misterdev
dcondrey/misterdev
Autonomous LLM build orchestrator that plans, edits, and verifies code across languages.
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.