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 totalFilings Intel
datakoot/filings-intel-mcp
SEC EDGAR filings for AI agents: company lookup, filings, financials, insider trades. No keys.
Findabis
Findabis/MCP
Public directory of UK medical cannabis clinics, pharmacies, products and strains.
Findingsteel Steel Sections
cdaily1995-create/findingsteel-steel-sections-mcp
Chinese (GB) standard steel section properties and theoretical weight lookup, search and calculator.
FIXSIM
GammaThreeTrading/fixsim-mcp
Test FIX from Claude, ChatGPT, or Cursor: free sandbox FIX sessions or your own FIXSIM instances.
Fixzi
rohitcodilya/fixzi-mcp
Monitor MCP servers, API contracts and AI outputs for schema drift. Alerts on breaking changes.
Fizzl Buy
Fizzl13/x402-doctor
Say what your agent needs: Fizzl buys the right paid x402 API, checks the answer. Free pick.
Flareoracle
ToolOracle/flareoracle
FlareOracle - 12 Flare tools: FTSO oracles, FAssets, state connector, FXRP, FlareDrops.
Flashalpha
FlashAlpha-lab/flashalpha-mcp
Real-time & historical options analytics: GEX, dealer positioning, vol, VRP, 0DTE, CME futures
FlightDB
flightdb/FlightDB-MCP
Aircraft registry search, flight history, and analytics powered by ADS-B Exchange data.
Flowra
flowradev/skills
MCP server for your apps' tools and custom tools, plus hosted AI agents and approval-gated workflows
Fodda Brand Intelligence
piers-fawkes/fodda-mcp
Brand health & trend footprint across PSFK expert graphs with citable sources, not web summaries.
Folklore Clinical Variant Interpretation
helena-bioinformatics/folklore-mcp
Bioinformatics MCP for genomic variant interpretation, gene-disease evidence and literature.
Food
rootsbymenda/food-mcp-server
Food additive safety: JECFA, EFSA, ADI, halal/kosher/vegan. 6K+ additives. Free.
FoxAuth
RedFox-Soft/OAuth-server.ts
Administer a FoxAuth OAuth 2.1 / OpenID Connect server: projects, apps, users, keys and settings.
framebench
aistripes/framebench-mcp
Estimated game fps for any GPU or Apple Silicon chip, with the limiter and tweaks.
FrameThrower
framethrower-ai/framethrower-mcp
Film stills from 5,489 films, searchable by lighting, lens character, shot size, colour and mood.
FrankKi
datPascal/frankki-mcp
The agentic layer of letters. Agents send real printed mail worldwide, German compliance built in.
Free Agentic Publication Digester
davidkarnowski/free-agentic-publication-digester
Cited daily digests of official US federal publications. Read-only; no inference.
FreeRDC
danielarif26/freerdc
Safe folder access for ChatGPT and Claude: read, write and search files, risky tools opt-in.
Fund Momentum
schneidavie/fundmomentum
Agentic fundraising intelligence: 950+ tracked VC funds and 751 disclosed LPs over MCP
Gachi Data API
eng213035/gachi-data-api
Deep, obscure Japanese station, accessibility & hazard data for AI agents. English-first.
Gapup Public
getgapup/gapup-mcp-public
271 agent-payable tools: competitive intel, finance, KYC, compliance, ESG. x402 per-call.
GateCheck by LarryBuildsAI
LarryLemonBot/gatecheck
One-cent x402 and MCP readiness checks plus fixed-price marketplace launch packs.
GDELT Global Events
guptaprakhariitr/gdelt-events-mcp
Geopolitical event detection, tone timeseries, actor trends from GDELT 2.0.
Gemina
tommyil/gemina-mcp
Extract, search and tag any document: invoices, receipts, contracts, templates. OAuth or API key.
GenHTTP Lambda
MDA2AV/GenHTTP.Lambda
Write, deploy and host small C# web services and sites at a public address.
Geo Agent
louislili/geo-agent-mcp
GEO Agent Server. Injects product knowledge and SEO landing pages into geo.yigather.com.
Geo cn
savantcat/mcp-geo-cn
中文站能否被豆包/DeepSeek/文心/Kimi 抓取、读懂、引用:可引用性审计、信源池占位探测、五大指标测量、修复计划、观测时序追踪
GestãoClick
mcp-dir/gestaoclick-mcp
GestãoClick ERP (business management for SMBs) via the official API: customers, suppliers, products
GitEasy
greenmtnsun/GitEasy
Plain-English git for agents: 22 tools to branch, commit, push and tag. Free tier.
Github Repo Intelligence
digitalgremlin/github-repo-intelligence-mcp
GitHub repo maintainability verdicts—maintained, slowing, at-risk, abandoned—via MCP.
GitHub Repository Intelligence
heisencodex-jpg/github-repo-intel-mcp
Repo intel for AI coding agents: overview, PRs, contributors, hot files, CI, deps. Remote MCP.
GlockApps
glocksoftware/glockapps-mcp
Inbox placement tests across Gmail, Outlook, Yahoo and 30+ providers.
Gloria AI
cryptobriefing-labs/gloria-mcp
Real-time curated crypto news for AI agents with sentiment, recaps, and search.
GoAI Moat AI Visibility Audit
jayniebingyu-cyber/goaimoat-ai-visibility-mcp
Diagnose brand visibility in AI answers (ChatGPT, Perplexity, AI Overviews). Free + paid audits.
Google Ads MCP by Markifact
markifact/google-ads-mcp
Google Ads MCP: reports, search terms, negatives, budgets, campaigns. Approval on every write.
Google Keep
mcp-dir/keep-mcp
Google Keep MCP, read and edit your notes, lists, labels and collaborators. Connect with your Google
Google Maps Scraper
GMapsExtractor/Google-Maps-Scraper-MCP-server
Live Google Maps business search, review, and photo data for AI agents over MCP.
Google Scholar
johnisanerd/google-scholar-mcp
Search Google Scholar for academic papers, citations, and author profiles.
Gosce Agents
mikerawsonnz/gosce-agents
Hash passwords with bcrypt and issue/verify JWT session tokens over A2A + MCP.
Gregbenza AI
TheNonduality/gregbenza-ai
A second opinion, in one call, from a desk where an answer is allowed to be no.
Grimoire for Gamemasters
zafety-vibin/grimoire-mcp
D&D and TTRPG campaign manager for GMs: your AI reads and writes a live, typed campaign database.
Groundroute
PROJECT-B-26/groundroute-mcp
Web search for AI agents — one tool across 6 engines, routed to the cheapest + cached.
GTM Bud
startino/gtmbud-mcp
Build, launch and monitor GTM Bud LinkedIn outbound campaigns and answer lead replies.
GTM Otto
gtmotto/mcp
Self-driving LinkedIn prospecting: it sources, warms and invites daily. You approve every message.
Guild Wars 1 Build Compiler
Graphmaxer/gw1-mcp
GW1 build compiler: skill data, template code encode/decode, validation, hero roster. Read-only.
Guru Remote
guruhq/remote-mcp-server
Guru MCP Server - Connect AI tools to your Guru knowledge base
hamir
hamir-app/mcp
News search, article lookup, story coverage and save links for hamir's RSS catalogue
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.