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 totalGoldenCheck
benseverndev-oss/goldencheck
Auto-discover validation rules from data — scan, profile, health-score. No rules to write.
Golf Coach
bjornj12/golf-coach
A stats-driven golf coach: Trackman + on-course rounds, turned into a practice plan.
Golf Course Data by Stracka
golf-data/golf
Proprietary StrackaGolf course data, updated daily. Search is free.
gonzalgo
vince-gonzalez/gonzalgo
Reports what a checked Lean 4 or Metamath proof rests on: inherited sorry, compiler trust, axioms.
Google Ads Intent
davidmosiah/google-ads-intent-mcp
Dry-run-first Google Ads search-term intent analyzer and negative-keyword MCP for agents.
Google data (Trends, YouTube, Ads Transparency, Play)
ducnhd/google-data-mcp
Google Trends, YouTube, Ads Transparency and Play reviews over plain HTTP. No API key.
Google Search Console
mamrrez/gsc-mcp-full
Google Search Console: 37 tools, every API endpoint, hourly data, history beyond 16 months.
Google Tasks
ebmurha/google-tasks-mcp
Manage Google Tasks from MCP-compatible AI clients.
Google Tasks
girmmy/google-tasks-mcp-server
Read/write Google Tasks: create, update, complete, delete, move tasks and lists, with due dates.
GopherHole Agent Hub
helixdata/gopherhole-clients
Standards-based A2A hub. One MCP connection to thousands of agents, with shared persistent memory.
Gotify RMCP
dinglebear-ai/rgotify
Gotify notifications and app, client, and message management over MCP and CLI.
gpg
emiliano-go/gpg-mcp
Security-focused MCP server for GnuPG signing, encryption and key management.
Gramps MCP
oliverhruby/gramps-mcp
MCP server for Gramps genealogy via the Gramps Web API: CRUD, search, merge, timelines, DNA.
Grantsgov
cyanheads/grantsgov-mcp-server
Search Grants.gov funding opportunities and read full records: eligibility, awards, deadlines.
Graphlens
Neko1313/graphlens-mcp
Semantic code graph MCP server for coding agents
Graylog
jperelli/graylog-mcp
Query logs from Graylog: get streams, search messages, aggregate, and get full data.
Guardbee
GuardBee/guardbee-mcp
Scans Agent2Agent (A2A) protocol code for webhook SSRF, missing auth, and credential exposure
Guardian
cyanheads/guardian-mcp-server
Guardian Open Platform: search and retrieve full article text from The Guardian archive.
Gud API
gudlab/gud-api
AI agents create, run, and save API requests as Gud API collections in your project.
Halal Terminal
goww7/halalterminal-mcp
Shariah-compliant stock and ETF screening across AAOIFI, DJIM, FTSE, MSCI and S&P methodologies.
Handoff
kirill-sviridov/handoff-mcp
Cross-session memory for Claude over MCP — prioritised briefs, supersession, cross-project recall.
Hashloom
davet47/hashloom
Content-addressed contracts and a verification cache that cut agent context by skipping proven code.
Hawkeye AI Bridge
Hawkeye-Zaragsoft/hawkeye-aibridge-mcp
Local codebase search for AI assistants via MCP. Requires Hawkeye and Hawkeye AI Bridge installed.
Hayward
hedgerow-dev/hayward
Checks ML model files (pickle, PyTorch, joblib, NumPy, GGUF, ONNX) for code that runs on load.
HEIDES
AbduljabbarBXR/heides
Deterministic code analysis harness giving AI agents senses, memory and judgment for code.
Helm
SCGIS-Wales/helm-mcp
The full Helm CLI surface as 46 MCP tools, backed by the Helm v3 and v4 Go SDKs.
HexWitness
siaginw/HexWitness
Durable, build-scoped reverse-engineering evidence memory and query tools for AI agents.
Homestead Memory
fuckbigtech-ai/homestead-memory
Tamper-evident record of what your AI agent did, plus local-first verifiable memory.
Hoot Lens
Parallel-Platforms/hootlens-mcp
Read Hoot Lens recordings, replays, heatmaps, funnels and findings with your own account.
Hotato
attenlabs/hotato
Open-source, self-hosted conversation QA for voice agents. MIT.
HotkeylessAHK Skill
tim0-12432/HotkeylessAHK-mcp-skill
MCP server for Hotkeyless AHK HTTP API.
Houki Egov
shuji-bonji/houki-egov-mcp
Japanese statutes from e-Gov Law API v2 — laws and ordinances per article, with law number and URL.
Houki Nta
shuji-bonji/houki-nta-mcp
Japan NTA tax notices (tsutatsu) and Q&A, marked with legal_status and linked back to the law.
HTPD
narendrachampaneri/htpd
Answer questions from PDFs converted to .htpd: exact text with pages, or 'Not found in this file.'
Httpayer
httpayer/mcp
x402 micropayments for AI agents — credits-based, no wallets, no blockchain.
hubmesh
DemigodDSK/hubmesh
Deterministic multi-hop graph retrieval for RAG. Zero LLM calls in the query path.
Hyperliquid
kitsune-de/hyperliquid-mcp
Read-only Hyperliquid data: markets, funding rates, order books, candles, positions and fills
I1n CLI
Pakvothe/i1n-cli
Agent-complete localization: extract strings, push keys, AI-translate, pull type-safe TS types.
iCloud Drive Docs
js713-lab/icloud4u-mcp
Read-only MCP server for listing, searching, downloading, and reading iCloud Drive documents.
iFlow Search
zhengyanglsun/iflow-search-js
MCP server for iFlow Search web search, image search, and URL fetch tools.
Imf Portwatch
pipeworx-io/mcp-imf-portwatch
IMF PortWatch MCP — global maritime trade & chokepoint signals (free, no auth)
Inaturalist
cyanheads/inaturalist-mcp-server
Search iNaturalist sightings, identification threads, phenology, and look-alike species.
Inav
starlordz12/inav-mcp
MCP server for iNAV flight-controller configuration and diagnostics
Incident Response MCP for Apache Airflow
madamak/apache-airflow-mcp-server
Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.
Industrial-AIOps Energy
industrial-aiops/industrial-aiops-energy
Industrial-AIOps energy edition: IEC-104/DNP3/IEC-61850 read-only OT connectors on iaiops.core.
Inkwell
veronchenko/inkwell-memory
Persistent memory for AI agents: Markdown entries, hybrid search, typed graph links
Inspectrum
yannmenec/inspectrum
Review coding-agent plans on demand with peer models, attributed findings, and a structured verdict.
IOS Sim
rmathew1973/ios-sim-mcp
Drive the iOS Simulator via semantic accessibility-tree snapshots. Sub-200ms, no WebDriverAgent.
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.