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 totalIso 27001 AI
CSOAI-ORG/iso-27001-ai-mcp
Iso 27001 Ai MCP Server by MEOK AI Labs
J-Quants
shigechika/jquants-mcp
MCP server for retrieving Japanese stock market data via J-Quants API v2
Japan Intelligence API
hiroshic9-png/japan-intelligence-api
Japan market intelligence — 22 MCP tools, 10 government/exchange data sources
Jbnu Lms Student
moon0825/jbnu-lms-student
전북대학교 학생의 공지, 과제, 마감, 제출 상태와 수업자료를 읽기 전용으로 정리하는 Windows/macOS 로컬 MCP 서버입니다.
Jev
freepik-company/jev-mcp
Typed decisions with Jev / System One via OpenRouter or TypeSafe: classify, verify, rerank, decide.
Jev Harness Lab
Aitejiu/jev-harness-lab
Jev judgments for agents: injection scanning, shell risk gating, ranking
Jidr
AbdurahmanAlmehdi/jidr
See and drive Android emulators on a Mac: screenshot, tap, type, UI tree, logs, root.
Jobo Job Search
JoboAI/jobo-mcp
Search a live index of millions of open jobs from employer career sites and 100+ ATS platforms.
jp Corporate id
skypier-jp-works/mcp-jp-corporate-id
Validates and normalizes Japanese corporate numbers and invoice registration numbers (format only).
JSON Repair API
grupoanesthy-spec/json-repair-api
Repairs malformed JSON from LLM output, validated against a schema. Paid per call via Stripe.
K8S Port Forward
oijusti/k8s-port-forward-mcp
Kubernetes Port Forward — MCP Server: port-forward Kubernetes services with terminal integration
Kafka Sentinel
sanjay-amu/kafka-sentinel-mcp
Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.
Kalshi Prediction Markets
cejor6/kalshi-mcp-server
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, demo/prod safety.
Kemory
SeKondBrainAILabs/kemory-cli
Persistent memory for AI agents: connects MCP clients to your Kemory memory vault
KeyShot
lfoletti/keyshot-mcp
Control KeyShot Studio: scene, cameras, materials from a CMF sheet, and renders
KiCad Schematics
unmateria/MCP-Kicad
Design KiCad schematics by talking to Claude. Places parts, wires nets, runs ERC. Needs KiCad 10.
Kingsplaybook
kingplaybookHQadmin1/kingsplaybook-mcp
Kings Playbook sports API for AI agents: NBA/MLB/NHL lineups, projections, and lines.
Knowmint
Sou0327/knowmint
AI agent knowledge marketplace. Discover, purchase, and retrieve human expertise via x402 on Solana.
Knowuswell
ppop123/knowuswell-mcp
Host the KnowUsWell friendship quiz: 16 behaviour questions, four-letter roles, 16 pair types.
Kobotoolbox
drannakurasova/kobotoolbox-mcp-server
MCP server for KoboToolbox: list forms, fetch submissions, and export field data.
Korail
lovelyquality/korail-mcp
한국철도공사(KORAIL) 공공데이터 MCP 서버 — 98개 도구, API 키 신청 불필요. 역·열차·화물·통계 데이터 자연어 조회.
Korean Fire Safety Law & Statistics
ssd7830-cmyk/korean-firefighter-law-mcp
Korean fire safety law, statutes, NFPC/NFTC codes, hazmat, and fire/EMS statistics.
Kosha Model Discovery
sriinnu/kosha-discovery
Tells your agent which model to use and what it costs, across 46 providers and local runtimes.
Ksef pl
cmendezs/mcp-ksef-pl
Polish e-invoicing MCP: KSeF API v2, FA(3)/FA(2) XML, Peppol BIS 3.0, NIP/REGON validation.
LabelChop
Northy9/label-bridge
AI tools for MyPost A4 labels, 4x6 thermal printers and LabelChop resources.
Labmate
JonasRackl/labmate-mcp
81 chemistry tools — literature, calculations, retrosynthesis
Landbenchmark
winds3753/landbenchmark-mcp
Satellite land due-diligence: a green/caution/walk-away verdict with cited signals for any parcel.
Latex
SepineTam/latex-mcp
Enable AI agents to compile TeX files with LaTeX inside a Docker container.
LayerOne (DocX + Sign)
GOLayerone/layerone-mcp
MCP server for LayerOne DocX (documents & Factur-X) and Sign (e-signature) APIs.
ldraw
musharna/ldraw-mcp
Render LDraw/LEGO models to images with real part geometry via headless Blender + ImportLDraw
Leanforge
sandraschi/leanforge-mcp
Lean 4 theorem prover MCP: automated proof search, mathlib integration, job management
LeaveSheet
tresor4k/leavesheet-mcp
WH-347 certified payroll columns 5-9, fringe 6B reconciliation and PTO accrual balances.
LegendKeeper
chase-roohms/legendkeeper-mcp
Read and build LegendKeeper worlds from AI assistants: wiki pages, maps, timelines, facts and tags.
LemonSqueezy
YawLabs/lemonsqueezy-mcp
LemonSqueezy MCP server for managing your store from AI assistants
Lindo AI
lindoai/mcp-server
Create and manage Lindo AI websites, pages, blogs, clients, and credits from any MCP client.
LinkedIn Campaign Manager
ZLeventer/linkedin-campaign-manager-mcp
MCP server for LinkedIn Ads — 19 read-only tools for campaigns, performance, and Lead Gen Forms.
LinkMeta
softvoyagers/linkmeta-api
Extract URL metadata (Open Graph, Twitter Cards, JSON-LD) from any URL
LLM Preflight
feronovak/llm-preflight
Local, cross-provider preflight checks for LLM integration changes.
Llmtest
tjacquesson/llmtest-mcp
Benchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models.
Logbook
promptwheel-ai/logbook
Local Git-history memory for coding agents: reverts, suppressions, hotspots, and annotations.
looktap
lakpriya1s/looktap
Let your AI agent see, use and control the apps on your phone: screen as text, tap by label.
Loopcut
loopcut-ai/loopcut
Loopcut's cloud tools for Blender: GPU render, assets, images, 3D models, motion and audio.
M-Pesa Daraja
Mr-Macharia/mpesa-daraja-skills-and-mcp
Safaricom M-Pesa Daraja tools: STK Push, C2B, B2C, B2B, QR, Ratiba. Sandbox-first, idempotent.
Macwhisper
docdyhr/macwhisper-mcp-server
MacWhisper transcription for Claude Desktop. Fully local, no cloud, audio stays on your Mac.
mail-muncher
craigjmidwinter/mail-muncher
Filtered, read-only IMAP and Gmail archived to disk as .eml + markdown, served over MCP.
Make0 Brain
make0-official/brain-oss
One shared, versioned memory for Claude Code, Cursor, Codex and every MCP agent. Local and offline.
Malaysia Calendar API
Junhui20/malaysia-calendar-api
Malaysia public holidays, school terms, business days & a leave optimizer (13 tools).
mapcast
21prnv/mapcast
Animated map videos from a prompt: globe dives, country highlights, flags, flights and data maps.
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.