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 totalGodot
HaD0Yun/godot-mcp
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DAP, screenshots.
Godot
jxlee007/godot_mcp
Pure-Python FastMCP server for Godot 4 — 28 headless & animation tools. Runs via uvx.
Godot Agent Loop
beremaran/godot-agent-loop
MCP automation loop with 167 tested tools for Godot 4
Godot Gut
DiegoBr4nd/godot-gut-mcp
Servidor MCP que permite ejecutar tests de Godot con GUT desde cualquier IA
Godotwright
laaielichter/Godotwright
Godot 4.7 for coding agents: offline API, checks, review, safe edits, tests, play, 3D models.
GoDrop
fatihbaltaci/GoDrop
Self-hosted file host: upload a file, get a public URL an agent can paste into a pull request.
Golden Dataset
nipunkhanderia/golden-dataset-mcp
Version-controlled golden datasets and RAG evaluation, no API key needed.
GoldenPipe
benseverndev-oss/goldenpipe
One command to validate, transform, and deduplicate — chain GoldenCheck + Flow + Match.
Goldhold
jerrysrodz/goldhold-mcp-server
Persistent memory for AI agents. Search, store, and recall across sessions.
Goldpopcon Openapi
keumbang/goldpopcon-openapi-mcp
금방 Open API MCP 서버 — 스펙 조회·JWT 서명 코드 생성·로컬 서명/검증
Gong
pipeworx-io/mcp-gong
Gong MCP — wraps the Gong API v2 (OAuth)
Goo Net Car Scraper
atushi1841/goo-net-car-scraper
Japan used car prices from goo-net.com via Apify + Gumroad
Goobike Motorcycle Scraper
atushi1841/goobike-motorcycle-scraper
Japan used motorcycle listings from goobike.com via Apify
Goodreads
Danathar/goodreads-mcp
Read-only MCP server for Goodreads (no API required): search, books, shelves, ratings
Google Ads
apexradius/mcp-google-ads
Multi-account Google Ads MCP: campaigns, keywords, search terms, and ad performance.
Google Ads
ZLeventer/google-ads-mcp
MCP server for Google Ads — 22 tools for spend diagnosis, impression share, and asset performance.
Google Ads
scalably-io/google-ads-mcp
Google Ads MCP: GAQL queries, resources, recommendations, keyword ideas, change history. 11 tools.
Google Ads Transparency Monitor
mambalabsdev/mcp-google-ads-transparency-monitor
List the Google ads a company runs, from the Ads Transparency Center, with a company summary.
Google AdSense
SirMacke/adsense-mcp
Read AdSense Management API v2 accounts, inventory, payments, policy, and reports through MCP.
Google Analytics 4
get-mcp-ads/google-analytics-mcp-server
Google Analytics 4 MCP server: 27 read tools, no write tools.
Google Analytics 4
stucchi/mcp-google-analytics
Manage GA4 properties, data streams, conversions, and run reports via Admin & Data APIs.
Google Analytics 4
scalably-io/ga4-mcp
Google Analytics 4 MCP: reports, realtime, funnels, pivots, metadata, admin lists. 17 tools.
Google Calendar
A1-x-Tech/mcp-google-calendar
MCP server for the Google Calendar API: events, recurrence, invitations, availability, calendars.
Google Calendar
mmedum/google-calendar-mcp
Google Calendar over MCP: calendars, events, recurrence and availability.
Google Chat
mmedum/google-chat-mcp
Google Chat as MCP tools: read, search and write to your spaces, direct messages and sidebar.
Google Docs
mmedum/google-docs-mcp
Google Docs as MCP tools: read, edit, suggest and comment on documents.
Google Drive
mmedum/google-drive-mcp
Google Drive at the file boundary: find, organize, share, transfer and follow what changed.
Google Drive Comments
zayansalman/google-drive-comments-mcp
Minimal MCP server for reading comments on Google Drive files (Docs, Sheets, Slides). Read-only.
Google Drive Files
zayansalman/google-drive-files-mcp
Minimal MCP server for Google Drive file management and Google Sheets editing.
Google Forms
KamaruSama/mcp-google-forms
19 tools for Google Forms: create quizzes, add questions, set answer keys, read responses.
Google Images — FlashData
rocosen/flashdata-mcp
Google Images URLs, dimensions and source pages for visual research. Paid FlashData API.
Google Keyword Planner
afeezadebayo/google-keyword-planner-mcp
Keyword ideas, search volumes, CPC ranges, trends and forecasts from Google Ads Keyword Planner.
Google Mail
mmedum/google-mail-mcp
Gmail over MCP from your own account: search, read threads and messages, labels and drafts.
Google Search Console
get-mcp-ads/google-search-console-mcp-server
Google Search Console MCP server: 20 read tools, no write tools.
Google Search Console
crunchtools/mcp-google-search-console
Secure MCP server for Google Search Console analytics, sitemaps, and URL inspection
Google Search Console Connector
malaysherasia-ai/google-search-console-connector-for-claude-code
Google Search Console: search analytics, CSV reports, URL inspection, sitemaps, site verification.
Google Sheets
mmedum/google-sheets-mcp
Google Sheets as MCP tools: read ranges, write without destroying formulas, format and validate.
Google Trends
pipeworx-io/mcp-google-trends
MCP server for google-trends
Google Workspace
aringad/google-workspace-mcp
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
Google Workspace
takiguchi-yu/google-workspace-mcp
An MCP server for Google Workspaces.
Google Workspace
takiguchi-yu/google-workspace-mcp-server
An MCP server for Google Workspaces.
Google Workspace (gsuite-sdk)
PabloAlaniz/google-suite
Gmail, Calendar, Drive, Sheets, Tasks and Contacts for agents, with your own Google login
Google Workspace Admin Security-Audit
shigechika/gwsadm-mcp
MCP server for Google Workspace security auditing — login audit, external sharing, daily brief
Google_analytics
pipeworx-io/mcp-google_analytics
Google Analytics MCP Pack
Google_docs
pipeworx-io/mcp-google_docs
Google Docs MCP Pack — read, create, and edit Google Docs via OAuth. Reuses the google_sheets…
Google_maps
pipeworx-io/mcp-google_maps
Google Maps MCP Pack — geocoding, places, directions, distance matrix, elevation. Uses Google Maps…
Google_search_console
pipeworx-io/mcp-google_search_console
Google Search Console MCP Pack
Gooodbilling
gooodbilling/mcp-server
GooodBilling 公式 MCP Server — Claude Desktop / Cursor 等の MCP 対応クライアントから AI ファーストで請求書・見積を操作する
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.