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 totalLanguage Features
qingkuai-js/language-features
MCP server for Qingkuai (.qk) — docs search, syntax check, compilation, and formatting tools.
Maya
GimbalGoats/GG_MayaMCP
Control Autodesk Maya scenes with 71 typed tools for modeling, animation, shading, and more.
MeteoSwiss
eins78/meteoswiss-llm-tools
Swiss weather data for AI assistants — forecasts, measurements, stations, pollen.
Papyrio PDF Tools
atabekdemurtaza/papyrio-mcp
Compress, convert, merge, split and OCR PDFs from an assistant, using local files.
Plateau Creative
pixelx-jp/plateau-creative-mcp
PLATEAU 3D city data as scene-editing and glTF export tools for creative LLM agents.
PubNub
pubnub/pubnub-mcp-server
PubNub Model Context Protocol MCP Server for Cursor and Claude
StratEvo
NeuZhou/stratevo
Quantitative trading: quotes, backtesting, screening, and genetic algorithm strategy evolution.
tc39
xyzzylabs/tc39-mcp
Independent MCP server for the TC39 specs (ECMA-262 + ECMA-402): clauses, search, diffs, history.
u-he Preset Randomizer
Fannon/u-he-preset-randomizer
Generate, randomize, explain, and manage u-he synthesizer presets via the Model Context Protocol.
Variflight
variflight/variflight-mcp
VariFlight's official MCP server provides tools to query flight, weather, comfort, and fare data.
Vibe Gate
mustafacagri/vibe-gate-mcp
Adversarial Quality Gate MCP for vibe-coding: IDE AI vs Critic AI, human decides on deadlock
VPN Bypass
GeiserX/vpn-bypass-mcp
Read and change VPN Bypass (macOS) routing: domain lists, services, modes, kernel routes, logs
Yungle Clients
heindewilde/yungle-clients
Ask about your Yungle transfers, share big files, download what you're sent. Approve every send.
ZulipChat
akougkas/zulipchat-mcp
ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics
Artifact Share
artifactshare/artifactshare
Share HTML and Markdown files from AI agents within your company, with versions and comments.
Carbon Arc
Carbon-Arc/mcp
The infrastructure for the AI economy: primitives for inference, agents, and decisions.
DevGlobe
sajeetharan/devglobe
The open-source talent graph for humans and AI agents. Find developers.
Smart Thinking
Leghis/Smart-Thinking
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get complete context. Spee…
Vlak
Noord-Ventures/vlak
Accessible React components, tokens, usage guidance, and install commands for product interfaces.
FlyonUI
themeselection/flyonui-mcp
Build modern, production-ready UI blocks, components, and landing pages in minutes.
conv2pdf
jamalofski/conv2pdf-mcp
Convert Office documents, images and e-books on your computer to PDF, convert PDFs to Word or images, and merge, split, compress, protect or number PDFs via the conv2pdf API, hosted in France.
5e Quint
dearlordylord/5e-quint
D&D 5e SRD 5.2.1 game engine: create characters and run turn-based battles through MCP, backed by Quint formal models, rule-level proofs, and model-based testing.
Chelaile
PeanutSplash/chelaile-mcp
Real-time bus and metro data in China via Chelaile: arrival times, vehicle positions, timetables, nearby stops and transit routing.
DotNetMetadataMcpServer
V0v1kkk/DotNetMetadataMcpServer
Type information from .NET projects: assembly exploration, namespace discovery, type reflection and NuGet integration.
Gemsuite
PV-Bhat/gemsuite-mcp
The ultimate open-source server for advanced Gemini API interaction with MCP, intelligently selects models.
Kafka Schema Reg
aywengo/kafka-schema-reg-mcp
Kafka Schema Registry management across multiple registries, including schema migration.
Log Proxy
emicklei/mcp-log-proxy
MCP proxy with a web UI showing the full message flow.
PDF Tools
danielkennedy1/pdf-tools-mcp
PDF download, viewing and manipulation utilities.
SQL Analyzer
j4c0bs/mcp-server-sql-analyzer
SQL analysis, linting and dialect conversion using SQLGlot.
Youtube
format37/youtube_mcp
Transcribe YouTube videos to text using yt-dlp for audio and OpenAI Whisper for transcription, with chunked output for long videos.
Contextforge
alfredoizdev/contextforge-mcp
Persistent memory for coding assistants with semantic search, Git commit/PR sync, project-based organization and team collaboration.
Devloop
vincentvella/devloop
Drive a browser or Expo/React Native app alongside your dev server on one correlated timeline, lining up frontend errors with backend stack traces.
DocGuard
raccioly/docguard
Deterministic documentation-drift detection: validates a project's docs against its code, with stable finding codes and suggested fixes. Read-only.
France Data
cturkieh/france-data-mcp
Cross-references French public registries: FINESS healthcare facilities, RPPS health professionals, INSEE companies and IGN geocoding.
JobGPT
6figr-com/jobgpt-mcp-server
JobGPT: search jobs, auto-apply, generate tailored resumes, track applications and find recruiters.
Pyxel
kitao/pyxel-mcp
Pyxel retro game engine integration: run games, capture screenshots, inspect sprites and analyze audio.
Slack
jtalk22/slack-mcp-server
Slack DMs, channels, threads and search without an OAuth app or admin approval.
SPARDA
zyx77550/sparda
Injects a live, reversible MCP server into a running Express, FastAPI or Next.js app, with safe reads by default and writes gated behind human confirmation.
Talkthrough
korovin-aa97/talkthrough-mcp
Turn screen recordings or other local video and audio into local Whisper transcripts, keyframes, OCR and full-text search, with wall-clock timestamps for logs.
Vault Cortex
aliasunder/vault-cortex
Standalone Obsidian vault server: hybrid search, notes and files, memory and tasks; run locally or self-host for remote access.
Visimark
michal-niedzwiedzki/visimark
Checks that every computed number in a Markdown document still matches the formula that produced it, and plans — then applies, behind an explicit write gate — the repair, so an agent's correct formula can't ship with a wrong total.
AI Agents API Library
eater2/ai_agents_api_library
Find APIs and MCP servers for AI agents: auth, free tier, MCP endpoint, docs, last-checked date.
Ainative Zerodb Memory
AINative-Studio/ainative-zerodb-memory-mcp
ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub.
Apiempresas
abasmartinc/apiempresas-mcp
Spanish company data: CIF lookup, BORME, directors, KYB, sanctions and open public tenders.
App Store + Google Play Data
TheValkDokk/appstore-data-mcp
Live App Store and Google Play data: app details, reviews, search, top charts for 175+ storefronts.
Azure Boards
broisnischal/azure-mcp
Azure DevOps Boards work items over MCP (stdio). Requires Bun, org, project, and PAT.
Bible
mrfentmen/bible-mcp
Bible in one place: verse references, phrase search, and full KJV chapters. No key required.
BrainChain
usebrainchain/brainchain-mcp
Hire a frontier model for a task and pay in USDG or USDC only for work that meets the bar you set.
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.