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 totalTabela FIPE
mcp-dir/fipe-mcp
Reference vehicle prices in Brazil (FIPE table), cars, motorcycles and trucks. Browse by brand/model
Tabfleet
com.tabfleet/tabfleet
Launch, inspect, control, and share isolated cloud browsers for your agents.
Tabflows
com.tabflows/site
Tabflows facts: DPC Finder, price quotes, integrations, workflows, site search, demos, ask Tabflows
TableJourney food travel
lewismvaughan/tablejourney-mcp
Food travel in 224 cities: verified places, festivals, tours. Agents earn 50% via partner tools.
TablePredict
nodeblur/tablepredict
Build validated football table and World Cup group prediction links with TablePredict.
TableProof Review and Result Checks
site.chatgpt.mitchellwhite.tableproof-data/tableproof
CSV structural checks and keyed diffs, SRT formatting, MCP result checks and review discovery.
TableThis
ai.tablethis/tablethis
Shared tables and Markdown docs for teams and AI-built apps, with scoped access and audited changes.
Tabula
click.tabula.www/tabula-mcp
Bar-first MCP server for Tabula chart authoring, PNG rendering, and editor handoff.
Tabula
nikhilbhima/tabula-mcp
Cross-AI personal memory. Save once in ChatGPT, recall in Claude, Mistral, Grok, or any MCP client.
Tabular Recipe
com.tabularrecipe/tabular-recipe
Turn any recipe into a compact process table — every ingredient and step at a glance.
Tabularia
app.tabularia/tabularia
Read, revise, and set up your book, article, or script in Tabularia, the writing studio.
Tachyo
ai.tachyo/tachyo
Crypto market intelligence, token rug-checks, and wallet verification in one MCP server.
Tack
Thefirstmannnn/tack
Task management for people and AI agents, with scoped OAuth access to issues, projects, and docs.
Taco Street Locating
com.tacostreetlocating.ai/taco-street-locating
Free human-backed apartment locating for Austin, Dallas & Houston, TX. A free locator books tours.
Tacyon MC
io.tacyon/mc
Create, configure, manage Minecraft servers — plugins, files, console, modpacks, backups, metrics.
Tafla
hoddmachine/tafla-plugin
Calculation walkthroughs for AI tools. Hand in a calculation, get a link that shows the working.
Tahona
app.tahona.mcp/tahona
Your agave spirits shelf, tasting notes and the collectors you follow, from Tahona.
TaiLexi AI
com.twlawbot/tailexi
Taiwan legal research: court judgments, statutes, and interpretations. 台灣判決、法條、函釋、釋字搜尋。
Tailor
tech.tailor/mcp
Tailor Platform for AI assistants: search, list and read the platform documentation.
TailorTalk
ai.tailortalk/tailortalk
Set up and improve your TailorTalk AI sales agent, and analyze your leads and campaigns.
TailThemes
com.tailthemes/tailthemes
Search Tailwind CSS and React themes, read their tokens and source files, and get download URLs.
taivo
eu.taivo/hosting
EU web hosting for sites built in chat: publish, own domains, mail, a Postgres database, Node apps.
Taiwan Law
tw.org.legaltech/taiwan-law
Taiwan legal research MCP: 判決書、全國法規、釋字/憲判與立法歷程查詢,12 個工具,回應均附官方出處 URL。
Taiwan Laws + U.S. Company Financials (x402)
com.onrender.x402-tw-data/taiwan-open-data
Taiwan laws and U.S. XBRL financials (paid, x402) plus AI City: free agent registry, tasks, votes.
Taiwan Logistics (CVS pickup + home delivery via ECPay)
junter1989k-ai/taiwan-logistics-mcp
Taiwan CVS pickup + home delivery for AI agents: create, track, print labels via ECPay.
Taiwan Market Open Data (Unofficial)
taux-io/twse-mcp
Unofficial. TWSE & TAIFEX open data for AI: stock, ETF & futures snapshots, quotes, 270+ datasets.
Taiwan Payments
junter1989k-ai/taiwan-payments-mcp
Taiwan payments (ECPay 綠界 + NewebPay 藍新) & e-invoices for AI agents. Stateless, never holds funds.
Take The Meeting
pipeworx-io/mcp-take-the-meeting
take-the-meeting MCP — wraps StupidAPIs (keyless — no credential needed)
TakeHome API
io.github.Leeday-devs/takehomeapi
Verified UK take-home pay: income tax, NI, student loans, pensions, with GOV.UK sources.
TakeJournal
com.takejournal/journal
Read your own TakeJournal trading journal: trades, prop-firm rules, copier checks, stats.
TakeMeUp.cv
dsdev-d/takemeup-mcp
CV & resume builder: country formats in 14 languages, ATS checks, cover letters, job tracker.
TakeOn
com.takeonbid/takeon
Electrical takeoff and bid software: drawings, counts, schedules, specs and priced estimates.
Takibi Base
com.takibibase/takibi
Ask your Takibi Base collections anything; get answers with cited passages and a support score.
Taklo
nl.taklo/taklo-evi
Prijzen, feiten en boekhoudkoppelingen van Taklo, software voor installatiebedrijven.
TakoCode
takocode-chimera/takocode-mcp
Build, preview and publish full-stack web apps with TakoCode's hosted coding agent.
Taktovka
com.taktovka/taktovka
Shift rotas, attendance and labour-law checks for Slovak and Czech restaurants and shops
Talaria
newtalaria/talaria-agent-plugin
Errors, traces, replays and logs from Talaria for coding agents.
Talarion
com.talarion/talarion
A knowledge base of verified, dated facts your LLM would otherwise get wrong.
Talebuddy
io.talebuddy/talebuddy
Turn a brainstorming conversation into a story bible of characters, locations, items, and lore.
Talent
cv.d/talent
Talent discovery for AI. Search and read agent-readable candidate profiles; cite by URL.
Talent Augmentation OS
angelo-leone/taos-connector
Grow your skills with AI: per-skill coaching inside Claude, ChatGPT, Cursor and Codex
Talent-Augmenting Layer
angelo-leone/talent-augmenting-layer
Personalised AI augmentation system — makes you better at your work, not dependent on AI
TalentAnvil
com.talentanvil/talentanvil
WoW talent builds for every class and spec: valid, importable loadout strings plus popular builds.
TaleSpinner
click2ann/TaleSpinner
Create personalized stories, gifts, memoirs, tributes, classroom books, and printed keepsakes.
Talindrew
Arnab28122000/talindrew-mcp
90 molecular biology tools: plasmid maps, digests, primers, CRISPR, cloning, PubMed, lab notebook.
Talk Arc Team Workspace
chuang-yao-cheng/app036
See your team's status, delegate work, follow progress, and approve requests from your AI client.
Talk To Gina
ai.talktogina/gina
Your AI Chief of Staff. Send Gina tasks, read its work and answer its approvals from any AI tool.
Talk2Geo
io.github.PascalSun/talk2geo
Australian public geoscience data: drillholes, WAMEX reports, core scans, maps and prospectivity.
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.