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 totalStorepilot
sonlenef/storepilot-mcp
Run an app portfolio across Google Play and the App Store: vitals, reviews, earnings, releases.
Stratum
smartmemory/stratum
Structured execution for coding agents: contracts, postconditions, gates, guardrails.
Strava Training
ArjanLig/strava-mcp
Connect Strava training data to Claude for training load analysis and activity insights
Structured Address Fix
sebastienrousseau/structured-address-fix-mcp
MCP server for ISO 20022 postal-address remediation ahead of the Nov 2026 CBPR+ cliff.
Studio Sidecar
gjlmotea/studio-sidecar-mcp
Companion to Roblox Studio's built-in MCP: open places, guard writes, Open Cloud asset uploads.
Substrate b
manuelinuxkr/substrate-b
Token-first headless browser for AIs. Extracts a tiny semantic graph, cutting HTML bloat by 95%.
Suno
runapi-ai/suno-mcp
RunAPI MCP server for Suno: create tasks, poll status, check pricing.
SupaForge
akalsoftware/supaforge
Find and fix drift between Supabase environments: schema, RLS, roles, auth, storage and more.
Superjob
theYahia/superjob-mcp
MCP server for SuperJob.ru API — vacancy search, employers. Requires API key.
SVG.new
svgnew/mcp
Convert PNG, JPG and WebP to SVG. Recolor an SVG, reduce its colors or remove its background.
Swarm at Ledger
Mediaeater/swarm-at-ledger
Settlement protocol for AI agent swarms — hash-chained ledger, trust, 48 blueprints, 18 tools
Sweden Parliament
cyanheads/sweden-parliament-mcp-server
Search Swedish parliamentary documents, speeches, votes, members, and statutes.
Swiss Academic Libraries
malkreide/swiss-academic-libraries-mcp
Swiss academic libraries + open-access Swiss legal literature (SRU/OAI-PMH, no API key)
Swiss Courts
malkreide/swiss-courts-mcp
Swiss court decisions via entscheidsuche.ch, including federal and cantonal courts
Swiss Culture
malkreide/swiss-culture-mcp
BAK cultural heritage, ISOS, living traditions, RSS
Swiss Environment
malkreide/swiss-environment-mcp
BAFU environmental data, NABEL air quality, hydrology
Swiss Health
remoprinz/swiss-health-mcp
Swiss health insurance premiums (Krankenkassen-Prämien) 2016-2026. 1.6M records from BAG.
Swiss Housing
malkreide/swiss-housing-mcp
Swiss Register of Buildings and Dwellings (GWR/RegBL): EGID/EWID lookup, geocoding, housing stats
Swiss Public Transport
tpjnorton/swiss-public-transport-mcp
Swiss public transport — journey planning, live stationboards, delays, and SBB ticket links.
Swiss Road Mobility
malkreide/swiss-road-mobility-mcp
GBFS shared mobility, EV charging, DATEX II traffic, Park & Rail
Switchboard
Jemplayer82/mcp-switchboard
Self-hosted MCP message bus: agents DM each other, broadcast to channels, and track presence.
Switzerland Parliament
cyanheads/switzerland-parliament-mcp-server
Search Swiss parliamentary business, votes, debates, members, and declared interests.
Symbols
symbo-ls/symbols-mcp
Symbols.app MCP — docs, code generation, publishing, CLI/SDK reference
Symmap
pipeworx-io/mcp-symmap
SymMap v2 — Traditional Chinese Medicine association graph from symmap.org (Beijing University of…
SYNAPSE CHANNEL
anulum/synapse-channel
Local-first multi-agent coordination for messages, leases, shared plans, status, and resources.
SynapseAudit
digidenone/SynapseAudit
AI-Powered Security Scanner for LLMs. Detects vulnerabilities and syncs with SynapseAudit.
Sysdesign Board
tGhattas/sysdesign-board
Hand-drawn whiteboard for system design mock interviews; your AI watches, asks and gives feedback.
Taaghche
sepehr071/taaghche-mcp
Unofficial read-only Taaghche: search Persian ebooks and audiobooks, compare prices, read reviews.
Tableau GraphQL
tdries/tableau-graphQL-mcp
Ask any Tableau lineage question, in any MCP client, through the Tableau Metadata API.
Tablestakes
oborchers/tablestakes
Read and edit HTML/Markdown tables in GitBook-synced documents via MCP tools.
Tailscale
TMHSDigital/tailscale-mcp
Let AI agents see and use your tailnet: status, SSH config, Serve/Funnel sharing, ping matrix
Tailscale Compute
dylantirandaz/tailscale-compute-mcp
Run builds, tests, and benchmarks on your own Tailscale compute node.
Taiwan Patent
aa0101181514/tw-patent-mcp
Patent search via Taiwan IPO GPSS and EPO OPS: legal status, families, full text, PDFs
Talos MCP server for Talos Linux
sergelogvinov/talos-mcp
Talos MCP is an opinionated MCP server for Talos Linux
Tanpin
willykeenan/tanpin
Item-by-item inventory that reorders itself: per-SKU forecasts, purchase orders and ETAs.
Taranis AI
taranis-ai/taranis-mcp-server
Search stories and discover OSINT sources in Taranis AI.
Target
markswendsen-code/mcp-target
MCP server for Target - search products, manage cart, track orders
Taxcode
christianclaudio/mcp-server-taxcode
MCP server for US Federal, territorial, and state tax law and compliance.
TCG
seanlok/tcg-mcp
Pokemon TCG MCP server: PSA grading, collection management, and multi-provider pricing.
TeamMemory
ysydhc/team_memory
Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.
Ted Eu
pipeworx-io/mcp-ted-eu
TED MCP — Tenders Electronic Daily (EU public procurement)
Telegram Bot
cyuanxv/telegram-bot-mcp-server
Self-hosted Telegram Bot MCP server for rich text, media and interactive buttons.
Telegram Bot
daedalus/mcp-telegram-bot
MCP server that exposes a Telegram bot
Telegram Context
egor-fedorov/telegram-mcp
Read permitted Telegram chats, retrieve original posts and files, and track changes locally.
Telitask AI
Telitask/telitask-ai
TeliTask MCP server — manage contacts, tasks, and calls from AI assistants
TensorFeed
RipperMercs/tensorfeed-mcp
AI news, model pricing, service status, and machine-payable premium tools. AFTA-certified.
Termdat
malkreide/termdat-mcp
MCP server for TERMDAT — the terminology database of the Swiss Federal Administration
terminal-use
computer-agent-labs/terminal-use
Lets AI agents drive a real terminal: type, press keys, click, read the screen, take screenshots.
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.