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 totalExchange Rates
cyanheads/exchange-rates-mcp-server
Convert currencies, get FX rates, and query historical Frankfurter v1 exchange rate data.
Exec Sandbox
inhuman/mcp-exec
Single exec tool running caller Python in a network-isolated locked-down sandbox.
ExirYab
sshnevis/exiryab-mcp
Official read-only ExirYab: find Iranian doctors by name, city and specialty, with clinics and maps.
Expense
justfsl50/expense-mcp
Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals
Expenselm
expenselm/expenselm-mcp-server
An MCP server that provides access to your expense data on ExpenseLM.
ExpertPack
brianhearn/ep-mcp
Serve ExpertPack knowledge packs over MCP with hybrid search, graph traversal and provenance.
Extra Caffeine
cwong5/extra-caffeine-mcp
Control Mac idle sleep through the separately purchased Extra Caffeine 1.2+ app.
Eyebrowse
Evil-Bane/eyebrowse
Stealthy, LLM-drivable browser engine — a Python library + 85-tool MCP server on stealth Chromium.
ezmd
larpey/ezmd
Convert files, URLs and text to LLM-ready Markdown with paging, provenance and warnings.
F1 Data
drivenrajat/f1
Access Formula 1 race data, telemetry, lap times, standings, and analytics powered by FastF1
Faa Airmen Registry
cyanheads/faa-airmen-registry-mcp-server
Search FAA airmen certificates, ratings, and informational medical records.
faa-traffic-delays
cyanheads/faa-traffic-delays-mcp-server
Track FAA ground stops, delay programs, airport delays, the operations plan, and ATCSCC advisories.
Fabric
mpzarde/fabric-mcp
MCP server for Fabric AI patterns
FaceTransformMCP
AceDataCloud/FaceTransformMCP
AceDataCloud Face Transform MCP: keypoints, beautify, age/gender, swap, cartoon, liveness
Factsets
joshua-auchincloss/factsets
An MCP server that provides a local, persistent, self-maintaining knowledge base for AI agents
FaintMark
matchalatteguy/FaintMark
Invisible per-recipient image watermarks. Mark one copy per recipient, then identify a leaked copy.
Fair Value
simonmak-ascent/fair-value
Valuation MCP: DCF/NAV/CCA, WACC, derivatives, credit risk, fixed income, structured products.
faktry
faktry/faktry-mcp
Official faktry MCP server: generate and edit images, video, audio, and PDFs.
falsepass
Super-Eric/falsepass
Find RL environment graders that pay wrong answers: probes reward code, returns reproducible leads
falzmarke
blitzsicht/falzmarke
Geschäftspost nach DIN 5008 aus Markdown — Brief und E-Mail, am fertigen Dokument nachgemessen.
Familiar
Ryanjansen92/familiar-releases
AI co-pilot for Foundry VTT: runs combat, scenes, voices and audio. Requires the Familiar module.
Familiar
dominion525/familiar
MCP server that drives the user's real macOS Chrome via AppleScript. 32 tools.
Fastmcp Pdftools
atarkowska/fastmcp-pdftools
An MCP server that provides [describe what your server does]
Fastmcp Sqltools
atarkowska/fastmcp-sqltools
A MCP server provides SQL database access with support for PostgreSQL, MySQL, and SQLite.
FastrMemory
atifjubaer/fastrmemory
Local-first cognitive agent memory with bi-temporal SQLite, replayable history, hybrid retrieval.
Fbi Crime
cyanheads/fbi-crime-mcp-server
FBI Crime Data Explorer — offense rates, hate crime, arrests, NIBRS, LEOKA stats, agency search.
Fcc Broadband
cyanheads/fcc-broadband-mcp-server
FCC broadband availability, coverage analysis, and digital divide data for US geographies.
Fcc Regulations
pipeworx-io/mcp-fcc-regulations
FCC Regulations MCP — US Federal Communications Commission rules (47 CFR).
fcc-spectrum
cyanheads/fcc-spectrum-mcp-server
Search FCC radio licenses, find nearby licensed sites, and see who is licensed on a frequency.
Fdic Banks
cyanheads/fdic-banks-mcp-server
Search FDIC-insured banks, Call Report financials, peer rankings, failures, mergers, deposit share.
Federal Regulations
cyanheads/federal-regulations-mcp-server
Search and trace US federal rules across the Federal Register, eCFR, and Regulations.gov.
Federal Reserve
cyanheads/federal-reserve-mcp-server
Search and fetch ~800K Federal Reserve economic time-series from the FRED API via MCP.
feedback-memory
ssap-pa/self-learning-agent-setup
Remembers why you approved, edited or rejected your agent's drafts; recalls the closest corrections
Feel Lab
hpdkhoa/feellab-mcp
An FPS feel checklist, measured from a timeline any game's probe can write
Fema
cyanheads/fema-mcp-server
Query FEMA disaster declarations, public assistance grants, housing aid, and NFIP claims.
Ffmpeg Micro
ffmpeg-micro/ffmpeg-micro-mcp
MCP server for the FFmpeg Micro video transcoding API — create, monitor, download transcodes.
fi Eli
matematicsolutions/fi-eli-mcp
MCP server for Finnish Finlex consolidated statutes: ELI identifiers and verifiable citations.
Fidacy
lucaslubi/fidacy-mcp
Every agent action watched, every money-moving one gated, every verdict independently verifiable.
Fieldcure Assiststudio Runner
fieldcure/fieldcure-assiststudio-runner
Windows-only headless LLM task automation engine with scheduling via Windows Task Scheduler.
Fieldcure Filesystem
fieldcure/fieldcure-mcp-filesystem
Secure MCP server for sandboxed filesystem operations with document parsing support.
Figma
oabolade/figma_mcp_server_actor
MCP server enabling AI assistants to interact with Figma designs via natural language commands
figma-vault
NBhey/figma-vault
Figma designs pulled once into a local vault; AI agents read them offline with no rate limits
figmcp
irshadio/figmcp
Local Figma MCP server: frames to Flutter, React and HTML code, and design in Figma. No API limits.
Files
Abhishekkumar2021/mcp-suite
Sandboxed local filesystem: read, search, edit, copy, archive, and safely manage files.
Filevine
oktopeak/filevine-mcp
Open-source MCP server connecting Claude to Filevine practice management. Built by Oktopeak.
Finanzas
MITDEVPRO/finanzas-mcp
25 calculadoras financieras en español: ratios, WACC, DCF, VAN/TIR, DuPont y tributario Chile
Find
daedalus/mcp-server-find
MCP server discovery - find and install MCP servers from Official Registry, Glama, and Smithery
Fineprint
fineprintcorp/fineprint-skill
Scan terms of service for risk. Returns 0-100 score, verdict, agent-friendliness, verbatim quotes.
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.