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 totalSouthwest
markswendsen-code/mcp-southwest
MCP server for Southwest Airlines - search flights, manage bookings
Spacery
lukehollis/spacery
Publish 3D scans, Gaussian splats and 360 tours as shareable spaces, and build guided tours in them
Sparewise
sparewise/sparewise
Why is my Windows drive full? Free space safely, within limits you set. Never deletes permanently.
Spec Score
openpoem/spec-score-mcp
Score your specs before feeding them to an LLM. MCP server with radar chart visualization.
SpecMgr
dfch/biz.dfch.SpecMgr
An artifact manager for system specifications.
Sports
cyanheads/sports-mcp-server
Get live scores, schedules, standings, team and player data for NFL, NBA, MLB, NHL, and soccer.
Spot Advanced Swap Orders
orbs-network/spot
Create gasless market, limit, TWAP, stop-loss, take-profit, and delayed-start swap orders.
Spreadsheet
marekrost/mcp-server-spreadsheet
MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.
Squish
getsquish/squish
Give AI random access to video: timestamped contact sheets + zoom into any start/end range.
SSTIM
w3c-cg/sstim
SSTIM reference for senses, stimuli, perception and scientific contributions.
Stackexchange
cyanheads/stackexchange-mcp-server
Search Stack Exchange questions, fetch Q&A threads as markdown, look up tag FAQs and user profiles.
StackFiesta
stackfiesta/stackfiesta-mcp
Discover AI tools for game development — 100+ tools indexed by engine, task, and pricing.
StackGuide
taimiralain/StackGuide-MCP
Dynamic context loading for AI assistants with TDD workflow and AST analysis
StackMap
Ship-With-AI/stackmap-mcp
Search 344 human-reviewed AI/agent repos and the 817 typed connections between them.
Stackscan
stackscan/stackscan-mcp
Look up the technology stack behind any domain, and the company running it.
Stallhunt
guillem/stallhunt
Evidence-backed Linux performance triage over MCP
Starfetch
starfetch-js/starfetch
Query public astronomy catalogs through metadata-first TAP and ADQL tools.
Stateark
Askrion/stateark
Local-first version control for AI work. Savepoint and resume your project state across chats.
Steadfast Repository Governance
rllibo833-sudo/Steadfast
Local-first repository governance and verification tools for AI coding agents.
Stock Image
Hasilt/images-mcp
Search and download stock images from Unsplash, Pexels, Pixabay, Freepik, StockVault, and Burst
Story Mapper
TomAtAP/storymapper
User story map + kanban with a live browser UI; AI agents and humans plan the same backlog via MCP.
Stripe
robinafaruqia/stripe-mcp
Read-only MCP server for querying Stripe customers, payments, and invoices.
Stripekit
rafaelcg/stripekit
Reconcile a declarative Stripe catalog and inspect your account — plan, push, pull, check.
Supericons
curlymolelabs/supericons
Multilingual semantic SVG icon search with previews for AI coding agents. 20,000+ icons.
SuperMemory
YashvantHange/SuperMemory
MCP-first agent learning: capture failures, validate lessons, retrieve context, improve.
Suprawall Plugins
wiserautomation/suprawall-plugins-
SupraWall security gateway for AI agents. Provides deterministic guardrails for MCP agents.
Suverse
sudzikcoin/suverse-mcp
Pay-per-call x402 tools: crypto market pulse, wallet reputation, token check, endpoint search.
Swiss Democracy
malkreide/swiss-democracy-mcp
Swiss popular votes and elections: Swissvotes 1848+, BFS opendata.swiss, SRGSSR Polis 1900+
Swiss Statistics
malkreide/swiss-statistics-mcp
BFS STAT-TAB PxWeb API for official Swiss statistics
Syke
khalomsky/syke
AI code impact analysis — dependency graphs, cascade detection, and build gates for AI agents
Symbols
Jordan-Horner/symbols
Fast polyglot source code intelligence: symbols, imports, dependencies, and impact analysis.
Synapse RMCP
dinglebear-ai/synapse
Host, Docker, Compose, SSH, logs, ZFS, and file operations over MCP and CLI.
taken
RogueAlg0/taken
Check if a GitHub issue is taken before volunteering for it.
Tapp
aarwitz/tapp
Test iOS, Android, and web apps with agent exploration, replayable flows, and CI gates.
TAR Engine
qingxuantang/tar-engine
Audit AI skill safety before you ship. Static, semantic, adversarial, supply chain scans.
Task Graph
Oortonaut/task-graph-mcp
MCP server for agent task workflows with phases, prompts, gates, and multi-agent coordination
TensorFeed x402 Base Reader
RipperMercs/tensorfeed-x402-base-mcp
Read-only Base mainnet reader. Verifies x402 payment settlements + AFTA federation status.
Tently
tently-team/tently-mcp
Tently, the AI PR reviewer for GitHub: agents check team decisions before they write code.
Testers.ai CARBON Test Harness Lite
jarbon/carbon-lite
Local QA workflows, test evidence, screenshot maps and confidence reports for AI coding agents.
tfl-ts
ghcpuman902/tfl-ts
Read-only Transport for London data: line status, arrivals, journeys, stop lookup.
The Neural Ledger Intelligence
bekirdag/tnl-intelligence
Read-only global event and evidence intelligence with entities, assets, and impact paths.
TheCrawler
manchittlab/TheCrawler
Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.
Theluckystrike
theluckystrike/mcp-servers
Pack a folder with a glob, look inside an archive, unpack it with bomb, traversal and symlink guards
Thinkrun
dundas/thinkrun
Browser control + session recording MCP for AI coding agents (Claude Code, Cursor) — real Chrome.
Tidegap
tidegap/tidegap
Runs non-urgent LLM tasks at the cleanest grid hour before a deadline, via Batch APIs when allowed.
Tmdb
cyanheads/tmdb-mcp-server
Search, detail, and discovery for movies, TV, and people on The Movie Database (TMDB).
tmodloader
musharna/tmodloader-mcp
Drive a running tModLoader (Terraria) instance from an agent: launch, query, screenshot, read state.
tokencast
krulewis/tokencast
Pre-execution cost estimation for LLM agent workflows with calibration learning
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.