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 totalSri Lanka Tax (lk-tax)
ShalomHunukumbura/lk-tax-mcp
Exact, sourced Sri Lankan tax calculations: APIT, income tax, withholding tax, VAT and SSCL.
SRIFT
srivardhan113/SRIFT-Open_Source
Decentralized E2EE P2P file transfer + chat: human to human, human to AI, AI to AI. No accounts.
ssave.cc
ssavecc/ssave-mcp-server
Extract & download TikTok, Instagram, YouTube, Douyin media — HD, no watermark, MP3 export
Ssb No
pipeworx-io/mcp-ssb-no
Statistics Norway (SSB) PxWebApi MCP.
SSH Fleet
inhuman/mcp-ssh-fleet
Curated ssh_probe diagnostics and single-host ssh_exec over an allowlisted SSH fleet.
SSH MCP Tool
oaslananka-lab/mcp-ssh-tool
Secure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.
Sslwebsites
jyswee/sslwebsites
SSL certificate management for coding agents. Issue, renew, monitor certs. 10 tools stdio.
Staan
MarcinWolnyEU/Staan-MCP
Web search with full-page content and grounded answers from the Staan API.
StablecoinX
e2xlabs/stablecoinx-mcp
StablecoinX merchant tools: auth, payments, paymaster, webhooks, floYsh sites and vault settings.
Stack
MukundaKatta/mcp-stack
Inject, parse, and strip [N] citation markers in RAG outputs.
Stack Guardian
LuminariSoftwares/stack-guardian
Health doctor for a home AI stack: Ollama nodes, GPUs and tailnet, with graded confidence.
StackGuide
isucorp-taimiralain/StackGuide-MCP
Dynamic context loading for AI assistants with TDD workflow and AST analysis
stackhint
Protemir/stackhint
Recommends MCP servers, plugins and skills for a repo, from what is actually in it.
Stalemodel
GillMacedo/stalemodel
Catch outdated AI model names, and look up current models, prices and limits.
Stamp
theoddden/stamp-mcp
Concierge MCP for agentic workflows: verified time + drift, uuid, diff, calc, attest, verify.
Standards by Applied Form
Applied-Form/standards
Lint rendered pages against a design system in a real browser, across six widths, with the fix.
Star Trajectory
ardev-lab/star-trajectory
Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/48h projection
Starreel
starreel/starreel-mcp
Turn a script into a finished, downloadable short-drama episode — via MCP or REST.
Startmining Bitcoin Mining Data
TIBSP/startmining-mcp
Bitcoin mining data from a self-hosted node: hashprice, profitability, weekly/monthly stats, history
Startup Finance Metrics
MayankTalwar0/startup-finance-metrics
An MCP server for analyzing startup financial health and generating metrics reports locally.
Startuphub
pipeworx-io/mcp-startuphub
StartupHub MCP — wraps the StartupHub.ai private-market API (startuphub.ai)
Stashpad
laaielichter/stashpad
Local memory for any AI agent: Markdown files with sources, a review queue and search.
Stat Gl
pipeworx-io/mcp-stat-gl
Statistics Greenland (Grønlands Statistik) PxWeb MCP.
Stat Lv
pipeworx-io/mcp-stat-lv
Statistics Latvia / Official Statistics Portal (data.stat.gov.lv) PxWeb MCP.
Stata
SepineTam/stata-mcp
Let LLM help you achieve your regression analysis with Stata
Stata
aliveranme/stata-mcp
通过 pystata 驱动真实 Stata 的 MCP 服务器:数据加载/清洗/建模/诊断/图形导出,75 个工具覆盖完整计量工作流。
Statable
key-arg/statable-mcp
Privacy-first, cookieless web analytics: traffic, sources, pages, goals, funnels and site setup.
Statbank Md
pipeworx-io/mcp-statbank-md
National Bureau of Statistics of Moldova (Statbank) PxWeb MCP.
Statbel Be
pipeworx-io/mcp-statbel-be
Statbel — Statistics Belgium (be.STAT / bestat) open data MCP.
Statcan
pipeworx-io/mcp-statcan
StatCan MCP — Statistics Canada (StatCan) via the Web Data Service (WDS). Free, no auth. Fills the…
state-trace
razroo/state-trace
Bounded working memory for coding agents — typed nodes, current-vs-stale state, MCP-mountable.
Statec Lu
pipeworx-io/mcp-statec-lu
STATEC (Institut national de la statistique et des études économiques du Grand-Duché de…
StateLode
Statelode/statelode
Shared task layer for AI coding agents. One MCP surface: task_search, task_get, task_mutate.
Statfin Fi
pipeworx-io/mcp-statfin-fi
Statistics Finland (StatFin) PxWeb MCP.
Statistik Austria
DV155/Statistik-Austria-MCP-Server
Search and query Statistik Austria open data (OGD) with codes resolved to readable labels.
statlyte — live LLM pricing
richardwilkinson9/statlyte-data
Live LLM pricing, context windows and model ids, read from each vendor's own page every 3 hours.
Stats Nz
pipeworx-io/mcp-stats-nz
New Zealand official statistics (Aotearoa Data Explorer) — search Stats NZ's 911 published…
StatsMapped Public Data
ActiveGuy/statsmapped-mcp
Public statistics for Ireland and the UK: housing, crime, health, economy, welfare, with caveats.
status-aggregator
weiseer/status-aggregator-mcp
Cross-vendor SaaS status aggregator for AI agents (Anthropic/OpenAI/AWS/GH/Stripe/CF).
Statuspage
pipeworx-io/mcp-statuspage
Service status / uptime MCP — Atlassian Statuspage v2.
SteadyFetch
io.github.carsonroell-debug/steadyfetch
Reliable web fetching for AI agents with retry, circuit breaker, caching, and anti-bot bypass
Steam
julianmeyerr/steam-mcp-server
Access Steam profiles, libraries, achievements, friends, news, and player statistics through MCP.
Steel Brain
dryow1/steel-brain
Trade-verified steel grade properties, substitution verdicts, and mill-cert guidance for AI agents.
Stellar
mrfentmen/stellar-mcp
Stellar ledger and account data from Horizon. No key required.
Stemem Identity Runtime
JOJO-Adam/Stemem
Local-first agent persona runtime (MCP): cross-session personality that survives compaction.
StemLab
kieransimkin/stemlab
Music and stem analysis, timing and loopable Shorts. https://kieransimkin.co.uk/
Sthayi
sthayi-ai/sthayi
Local-first AI memory over MCP. No account; you own the store.
STIL Lab Assistant
io.github.khalid-tounoussi-1/stil-ets-mcp
STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semantic Scholar.
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.