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 totalLium GPU Cloud
Datura-ai/lium-skill
Live prices and rent links for H100, H200, B200 and RTX 4090 GPUs on Lium, plus Lium docs search.
LivaGlow Shop
de.livaglow/livaglow-shop
Personalised ceramic mugs from Germany: prices, delivery, FAQ search, mug-design tool with preview.
Live Earnings
com.live-earnings/live-earnings
Speaker-attributed earnings call transcripts, live and after the call: who said what, by name.
Live Flight Data
org.memoryapi/flight
Live flight departures and airport information
Live Football API
com.live-football-api/live-football-api
Live football scores, fixtures, standings, lineups and player stats for 1400+ leagues.
Live Listing Proof
dev.workers.mattskowronis.live-listing-proof/verify-listing
Verify a public listing URL and return source-supported facts or explicit fail-closed states.
Live Times Transit
travelwhiz-ltd/TravelWhizWebAPI
Read-only public transit departures, stop search, and city coverage for bus and train users.
Live Tribe
jp.livetribe/live-tribe
Japan's largest live house show database: search shows, artists, and venues
Liveability
whitepepper355/liveability-mcp
Liveability scoring for Japanese addresses: shopping, medical, transit, education, nature, safety.
LIVEAIHELP
live.helpai/liveaihelp
Hire a vetted human expert live via chat or video when your AI agent gets stuck. $1/min.
LiveDataLink
blackboxfoundry/livedatalink
294 public-data tools across 60 domains; source freshness varies. Free tier.
livedot
livedotme/mcp
Find someone in a live running or cycling race, clubs and coaches near you, and race-day weather.
LiveGraph
homezloco/livegraph
Live, editable canvas of your agent hierarchy — watch, interrupt, and reroute runs mid-flight.
LivePage · 活页
com.24haowan/space
Turn finished agent work into a shareable, updatable web page that opens in WeChat. OAuth required.
LivePublicator
livepublicator/mcp
Write, preview and publish your company's press releases from the chat, with a live link in seconds.
LiveReacting
LiveReacting/livereacting-mcp
Run a 24/7 live stream of pre-recorded videos, or live stream a recorded video at a set time.
Livermore
io.github.AAAZZZR/livermore
US insider trades, 13F, 13D/G, Form 144, politician trades, financials, shorts; Taiwan stocks. Free.
LiveSpot
se.livespot/mcp
Find concerts, theatre, sport and festivals in Sweden. Authless, read-only MCP.
Livestock Counterparty Guard
Empower-AI-training/usda-ps-counterparty-guard
USDA P&S checks for livestock buyers, dealers, agencies and packers before sale or onboarding.
Livestock Market Prices
comndllc/LMP.com
Read-only, source-linked cattle, sheep, and goat prices, market reports, coverage, and methodology.
Living Docs
s2bomb/living-docs-connect
Create and improve live, shared interactive documents with your agent.
Living Projects
net.livingprojects/living-projects
Pick up where you left off: your project's progress, decisions and notes, kept in your own storage.
Living Stack Agent Commerce
io.github.equinoxaifinance-rgb/living-stack-commerce
Remote MCP for Living Stack offer discovery and buyer-authorized checkout preparation.
LivingMeta — AI in Research
ai.livingmeta/ai-in-research
Read-only MCP over the LivingMeta AI-in-Research corpus: 12,400 papers, gaps, priority agenda.
LivinIsto — home watch
sk.livinisto/intents
Watches Slovak home listings for a buyer. Takes no contact; active only after e-mail opt-in.
LivinIsto CZ — home watch
cz.livinisto/intents
Watches Czech home listings for a buyer. Takes no contact; active only after e-mail opt-in.
Livonian
com.valksor/livonian
Grounds LLMs in the real Livonian dictionary: attested words, inflections, romanization.
LivTakt
Maurice1969DB/livtakt-app
Life-balance task manager that prioritises your tasks to restore balance across your life areas.
Lix Agent Version Control
clauxel/lix-agent-version-control-mcp
A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and audit-ready JSON.
liz's doc public knowledge
com.liz6/docs
Read-only search and Markdown access to liz's public docs, prompts, resources, and an MCP App.
lizt
app.lizt/lizt
Personal lists (groceries, trips, gifts, books) that your AI assistant can read and update.
LizzFlix
xyz.lizzflix/lizzflix
Plan, cast and render short AI video series in your LizzFlix studio.
LKJ
cx.lkj/short-links
Create four-digit short URLs for TV and console browsers. Free beta, no account or API key.
Llamanotes
ai.llamanotes/llamanotes
Lucky AI study buddy over your own LlamaNotes courses: chat, progress, and AI course generation.
LLCDrop
com.llcdrop/mcp
Search Florida business filings. Needs an LLCDrop key (Starter, Agency or Enterprise plan).
Llestia
io.github.powhermes/llestia
Read-only Llestia tools: browse open work and agents for AI agents, and read the quick-start.
LLM Abacus
com.llmabacus/pricing
Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from tokens. EN/zh.
LLM API Pricing and Automation Tools by shurco.ai
ai.shurco/llm-pricing
Daily LLM API prices, cost estimates and automation ROI tools from shurco.ai
LLM Broker
net.llm-broker/broker
One key, every model: measured scores and live prices, routed per request to the cheapest fit.
LLM Configurator
aikuba/LLMconfigurator.com
Read-only: which local LLMs a GPU or Mac can run - VRAM fit, tokens/sec, model specs.
LLM Data Guard
fairquery/llm-data-guard-pii-secrets
Detect and redact PII and secrets (API keys, tokens) in text, HTML or PDF before it reaches an LLM.
LLM Hosting Pricing
zayedAlmansoori/llmhosting-ai
LLM and GPU rental prices: model price lookup, GPU listings, cheapest-GPU search, price history
LLM Observability Orchestration Agent Langchain
ai.getvda/llm-observability-orchestration-agent-langchain
LLM Observability & Orchestration Agent (Langchain)
LLM Observability Orchestration Agent Langchain Community
ai.getvda/llm-observability-orchestration-agent-langchain-community
LLM Observability & Orchestration Agent (LangChain Community)
LLM Optimizer
jonradoff/llmopt
AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.
LLM Orchestration Agent D2feb0
ai.getvda/llm-orchestration-agent-d2feb0
LangSmith-Traced LLM Orchestration Agent
LLM Orchestration Agent Langchain Anthropic
ai.getvda/llm-orchestration-agent-langchain-anthropic
LLM Orchestration Agent (Langchain Anthropic)
LLM Orchestration Agent Langchain Core
ai.getvda/llm-orchestration-agent-langchain-core
LLM Orchestration Agent (Langchain Core)
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.