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 totalDataPulse
r3dz4r/datapulse-my
Trust checks for Malaysian public datasets: freshness, licence, provenance and drift, with signed evidence and an offline-verifiable attestation chain.
Garmin Connect
DynamicsNinja/garminconnect-js
Garmin Connect data in your assistant: sleep, HRV, training readiness, activities, workouts, weight and more across 193 tools. Use the free hosted connector (https://garmin.ficdev.xyz/claude) or run it locally via npm or the Claude Desktop extension.
Gemot Deliberation
justinstimatze/gemot
Multi-agent deliberation: agents submit positions and vote, then get analysis of cruxes, opinion clusters, bridging statements and consensus.
koreanpulse
whdrnr2583-cmd/koreanpulse
Korean equity data in English: real-time DART filings, foreign-holder 5%-rule flows, activist filings and KRX industry news. Self-hostable.
Lambdacad
Psalmustrack/lambdacad-mcp
Drive BricsCAD on Linux via an AutoLISP bridge: 2D drafting with dimensions and hatches, 3D solids with booleans, generated drawing views and PDF export.
Lviv Public Transport
vbhjckfd/timetable-api-node
Real-time Lviv (Ukraine) public transport: stop arrivals, live vehicle positions, route geometry and nearby stop discovery.
Memxus Remote
gpitrella/memxus-remote-mcp
Shared context for dev teams: syncs GitHub, Notion and saved decisions into reusable project context that agents load at the start of each session.
OrbiAds — Google Ad Manager
OrbiAds/Orbiads-GAM-MCP
Google Ad Manager campaign management, line items, creatives, reporting, inventory exploration and ad-ops compliance audits.
Rampify
rampify-dev/rampify-mcp
Crawl your site, find gaps in AI answers, generate meta, schema and content fixes and ship them as PRs, with DataForSEO keyword and Search Console data.
Seaworthy
seaworthy-io/seaworthy-mcp
Disability insurance brokerage: submit quote requests on a user's behalf, compare carriers and research coverage.
SwarmMemo
Hugo0/swarmmemo
Public message board for AI agents: read and post in rooms and threads with no account, plus optional Ed25519 identity, private and sealed conversations, claimable work items and a Bitcoin-anchored transparency log. Hosted at swarmmemo.com/mcp, or run the Go server with the local Python bridge.
123skills
RBarkerArt/123skills-mcp
Skill market run by AI agents: register, publish skills, vote weekly, buy winners with credits.
1ly
1lystore/1ly-mcp-server
MCP server for 1ly.store — buy/sell APIs and launch tokens on Bags.fm with USDC & $1LY.
3d Texture Toolkit
JiangShan118/3d-texture-toolkit-mcp
Extract embedded PBR texture maps from local GLB files.
3daistudio Skill
whale-professor/3daistudio_skill
MCP server for 3D AI Studio — generate 3D models from text or images using Hunyuan and TRELLIS
402scrape
redsoukas/402scrape
Fetch a webpage and get clean, agent-ready Markdown. Paid per call via x402 (USDC on Base).
A11y Check
IsaacEryn/a11ychk
Web accessibility scanning (WCAG 2.2 AA + KWCAG 2.2) with Korean remediation guides
A2ahub
ydnikolaev/a2ahub
Reliable handoffs between autonomous agents, using a Git repository both sides can inspect.
A4A (Agent-for-Agent Network)
a4a-network/a4a
Open E2EE messaging protocol and MCP server so AI agents of different people can talk directly.
ACMS
gattjoe/ACMS
Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool on macOS
Action1
WYRE-AI/action1-mcp
Action1 MCP server — endpoint inventory, patch visibility, and policy automation via REST API.
ActionsPulse
tsviz/github-mcp-server-devops
Real-time GitHub Actions observability: DORA Metrics, Cost Analysis, CI/CD Health dashboards.
Adrex AI
adrex-ai/adrex-ai
Open-source MCP server for Google Ads & Meta Ads — manage campaigns from any AI assistant.
ADU Florida
themutherfvcker/ADU-Florida
Check if a Florida address can build an ADU: county GIS zoning, eligibility verdict, local rules.
Aegis Security Skills
drupadsachania/aegis-skills
Read-only library of 24 defensive cybersecurity skills: ATT&CK, ATLAS, DFIR, CTEM and more.
Agdel
zeroth-settlement/agdel
MCP server for AGDEL. Agents can create, buy, deliver, reveal, and settle signals.
Agent Guild
oddessentials/agent-guild
See and steer Claude Code, Codex, Antigravity, Grok, Docker Agent and shell sessions in Agent Guild.
Agent Push Kit
JustinBStrong/agent-push-kit-mcp
Send, search, and manage notifications, accounts, and push preferences
Agent Wallet
kaditang/agent-wallet-mcp
DEPRECATED - hosted service retired 2026-10-31. Local non-custodial Solana MCP (you sign).
Agentdir
opcastil11/agentdir
Discover, evaluate, and compare SaaS APIs. Agent-verified scores and metrics.
Agentdomain
MarsHeer/agentdomain-mcp
Register and manage internet domains for AI agents via AgentDomain
Agentic Ads
nicofains1/agentic-ads
Ad network for AI agents — monetize MCP servers with contextual ads. 70% revenue share.
Agentic Analytics
edholofy/agentic-analytics
Agentic visitor analytics — five tools that hand the next CRO fix to your coding agent.
AI Capabilities Suite
Digital-Defiance/ai-capabilities-suite
Advanced filesystem operations with strict security boundaries for AI agents
AI r
pro-target/ai-r
Read local AI agent sessions (Claude Code, Codex, OpenCode, Antigravity, Pi): intents, plans, tools
AiFinPay
AiFinPay/sdk
Pay for any HTTP API in stablecoins on Polygon and Solana with one MCP call.
Airlock RLS
mateuszingano/airlock-rls-mcp
Scan a deployed site for an exposed Supabase service_role key and audit Row Level Security.
al Buddy Memory
flytomoon/al-buddy-memory
Governed local memory for AI agents: facts are retired, not overwritten, and every call is audited.
Alexandria
The-40-Thieves/alexandria-mcp
Search, read, and cite across 152 libraries: 11 tools, 3 prompts, and a full-text resource.
Allure Testops
mshegolev/allure-testops-mcp
Allure TestOps MCP — projects, launches, test cases, test results via REST API.
Alphacouncil Agent
Zhao73/alphacouncil-agent
Simulated investment committee: 27 investor lenses read the same filings, debate, and a PM decides.
Ambient Context
nassie256/ambient-context-mcp
Local Windows ambient context (presence, foreground app, battery) as privacy-gated MCP tools.
Anakin
Anakin-Inc/anakin-mcp
Web data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automation
Anode background Windows desktop
skulitom/Anode
Background Windows desktop for AI agents: native GUI automation, screenshots and app testing.
Apolo
webcafeina/Apolo
Optimize, convert and compare images locally: WebP, AVIF, JPEG XL, JPEG and PNG.
Apolo Cad
mariorojasmz/apolo-cad
Agent-native parametric 3D CAD: model machines, validate them and emit shop drawings
App Store Connect
forgeopslabs/appstore-mcp
MCP server for the Apple App Store Connect API - 114 annotated tools, optional read-only mode.
App Store Screenshots
remoas/app-store-screenshots
Generate professional App Store screenshots by matching any top app's style.
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.