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 totalvideoctx
dunfred/videoctx
Read videos like images: index once locally, query the text layer, fetch frames on demand.
Vintage
RezaSoleymanifar/vintage
Free financial data from eleven sources behind six verbs, point-in-time where the source allows.
vk
theYahia/vk-mcp
MCP server for VK API — wall posts, news search, users, groups. 4 tools.
Vmd Hydrate
wjgoarxiv/vmd-hydrate-mcp
Drive VMD for GROMACS/LAMMPS analysis + clathrate-hydrate cage science (needs a local VMD)
VMware Debug
vmware-skills/VMware-Debug
VMware incident timeline, root-cause routing, local case ledger; no vSphere access. 14 MCP tools.
VMware VDI (Horizon)
vmware-skills/VMware-VDI
VMware/Omnissa Horizon VDI ops: pools, sessions, machines, images — 27 MCP tools.
vn-revit
Innoprovn/vn-revit-mcp
AI drives Autodesk Revit 2025+: queries, QA-QC, CAD-to-model, rebar, sheets.
Voice Audio
CSOAI-ORG/voice-audio-mcp
Voice Audio MCP server. Tools: text to speech, list voices, transcribe. Built by MEOK AI Labs.
Volante
ribato22/volante
Routes to the best predicted fit from configured metadata/evidence after hard-capability filtering.
Vouchwell
Vouchwell/vouchwell
Read, verify and export a tamper-evident log of what an AI agent did. Read-only.
Vox
boska/vox
Native macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + ElevenLabs TTS.
Vox
linxule/vox-mcp
Multi-model AI gateway — 10 providers including Cloudflare and Vercel, with conversation memory.
Vox Pop
mushfique-dgist/vox-pop
Search 9 public discussion platforms for real opinions. Semantic routing, no API keys required.
VoxelSieve
yoshi5534/VoxelSieve
Analyse industrial CT scans locally: porosity, CAD comparison and inspection reports
Voyagier
Voyagier-Travel/voyagier-cli
Book real travel from your agent — flights, hotels & activities behind a price-gated checkout.
VPS Ops
koller-nexus/vps-ops-mcp
Stdio MCP server that inspects and (with confirmation) mutates one VPS over SSH.
VS Code
flujo-app/mcp-vscode-mcpapp
A self-hosted VS Code workbench embedded as an interactive MCP App.
Vublox Agent Tools
Vublox/vublox-agent-tools
Live football scores, match summaries, and fan clip links from Vublox. No API key required.
Vuln Check
ciloops/vuln-check
Local vulnerability scan on top of grype, with prioritised upgrade actions for agents.
Vulnerability Exposure
MRFrazer25/Vulnerability-Exposure-MCP
Confirmed vulnerabilities and exposure for IPs, domains and software versions (NVD, CISA KEV, EPSS)
Wafeq
ohneben/Wafeq-MCP
Wafeq accounting API: all 251 endpoints as safety-categorized MCP tools, over stdio or HTTP.
Wakeonlan
cyanheads/wakeonlan-mcp-server
Wake LAN machines with Wake-on-LAN magic packets from host profiles, then confirm they came up.
WanMCP
AceDataCloud/WanMCP
MCP server for Wan AI video generation
Wapimaji
gabrielmahia/wapimaji-mcp
Kenya drought-response toolkit: simulated drought phases, confirmed SMS alerts, coordination events
Warn
APVentureEngine/warn-mcp
Search 61,428+ US WARN Act layoff notices: 48 states, 1988-today, daily. Bundle needs no API key.
Weavatrix Online
Weavatrix/weavatrix-online
Weavatrix Online extension: guarded sync, advisories, malware review, architecture contracts.
Weavatrix Refactor
Weavatrix/weavatrix-refactor
Transactional refactoring extension with 11 evidence-backed tools, previews, and rollback.
web3agent
Apegurus/web3agent
Web3 MCP proxy for AI agents: DeFi swaps, bridges, market data, wallets, and gated writes.
Webear
asume21/webear
Give your AI coding assistant ears — capture, analyze, and describe live audio.
WebKitUI
lowrisk75/webkitui-mcp
Native WebKit for Mac. Human approval and persistent sign-ins. Requires the companion app.
Websearch
SK-DEV-AI/websearch
Multi-engine web search, fetch, browser control. 11 tools, keyless lanes.
WebUplink
webuplink-dev/webuplink-mcp
Give any MCP client the ability to browse and interact with the web via WebUplink.
Wems
heliosarchitect/wems-mcp-server
Real-time natural hazard monitoring: earthquakes, tsunamis, volcanoes, solar weather, air quality
WhatsApp Chat Reader (Unofficial)
NabheetCloud/wa-chat-reader
Unofficial read-only MCP server for your local WhatsApp chat history (stays on your machine).
Where my Hug
bikemeardsley/where-my-hug
Which parts of an ML need Hugging Face already covers. Every model and dataset checked live.
Whipscribe
neugence/whipscribe-mcp
Transcribe audio/video files or URLs via the WhipScribe cloud API and fetch the transcript.
Whiskers
LupusMalusDeviant/Whiskers
Governed Docker and Kubernetes operations for AI agents: scoped keys, guardrails, human approvals.
WhisperGraph
whisper-sec/whisper-graph-mcp
The internet's infrastructure graph for AI agents - 46B nodes and edges, free trial via 2 HTTP calls
WHOOP (read-only)
oryanomer1/whoop-mcp
Read-only access to your WHOOP recovery, HRV, sleep, strain, workouts and trends.
Wikidata Sparql
pipeworx-io/mcp-wikidata-sparql
Wikidata SPARQL MCP — Wikidata Query Service
Willitsend
abryfs/willitsend
Deterministic pre-send lint for SMS/iMessage: silent carrier filtering and segment blowups.
WireCat WhatsApp
WireCatLabs/whatsapp-cli
Your WhatsApp account for agents: read, search and send messages. Sign in with the wa CLI first.
WireCat Zoom
WireCatLabs/zoom-cli
Zoom cloud recordings and transcripts for agents, kept on your computer. Sign in with zm first.
Wisegit
Sandip124/wisegit
Extracts decision intent from git history and protects intentional code from AI modification.
WooCommerce
sadrmanesh/woocommerce-mcp
Manage WooCommerce stores: products, orders, customers, coupons, webhooks, and analytics.
Wordpress
crunchtools/mcp-wordpress
Secure MCP server for WordPress content management
Words
pipeworx-io/mcp-words
Words MCP — wraps Datamuse API (free, no auth required)
Workboard
crunchtools/mcp-workboard
Secure MCP server for WorkBoard OKR and strategy execution platform
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.