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 totalFieldcure Publicdata
fieldcure/fieldcure-mcp-publicdata
Korean public data API gateway for discovering and calling data.go.kr APIs from MCP clients.
Fieldcure RAG
fieldcure/fieldcure-mcp-rag
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk contextualization.
Fieldops
dgtalquantumleap-ai/fieldops-mcp
WhatsApp booking, staff coordination, and invoice recovery for services.
Fiftyone
AdonaiVera/fiftyone-mcp-server
Control FiftyOne computer vision datasets through AI assistants using 80+ operators.
figma
Mehmoodqureshi/figma-mcp
Figma to pixel-perfect code: deterministic HTML/React, then a render + pixel-diff verify loop.
Figma
scalably-io/figma-mcp
Figma MCP: list frames in a file and fetch one frame's JSON and image safely. 2 tools.
Figma Context
felixAnhalt/Figma-Context-MCP
LLM-optimized Figma MCP server.
Figma Designer
a1245582339/figma-designer
Give AI agents full read & write access to Figma — 50+ tools for design automation
Figma go
tunglt1810/figma-mcp-go
Figma MCP server with full read/write access via plugin bridge — no API token or rate limits.
Figma go
vkhanhqui/figma-mcp-go
Figma MCP server with full read/write access via plugin — no API token, no rate limits. 73 tools.
Figma React
MananSingh2001/figma-react
An MCP server that converts Figma designs into React code.
Figma Rust
nntoan/figma-mcp-rust
Figma MCP server in Rust: plugin bridge, no API token, no rate limits, 73 tools.
File Tools
rog0x/mcp-file-tools
Dir tree, file stats, duplicates, LOC for AI agents
File Tools
zoster81/mcp-file-tools
Secure encoding-aware filesystem tools with atomic writes, legacy encodings, and typed errors
Filelayer
filelayer/filelayer
User files for a SaaS, under one person's authority: list, share with an expiry, revoke.
Filenymous Sharewall
Geoking2104/Filenymous
AI agents join an end-to-end encrypted, ephemeral Filenymous Sharewall: messages, files, notes.
Fileport
CloudCorpRecords/fileport
Sandboxed file access: read, write, edit and search in allowed dirs.
FileSeal Secure Send
fileseal/mcp-send
Send a file to a person as a one-time, encrypted, auto-deleting download link.
Filewash API
cassilup/filewash-api
Privacy-first file tools for AI agents — PDF & image ops, metadata scrubbing, background removal.
Filingrail
adamhudson777/filingrail-mcp
SEC EDGAR financials, insider trades, 8-K events, and 13F holdings as MCP tools.
Fillgate
mineloop99/fillgate
Fee-carrying trading tools for AI agents: Jupiter Ultra, Polymarket CLOB v2, Hyperliquid perps.
Fillo
jacobfunch/usefillo
Fillo MCP server — provision, scaffold, publish, and query forms from your coding agent.
Filoo
jrlprost/filoo-mcp
Create short links, fetch click analytics, and generate QR codes via the filoo.app API.
Finance Intelligence
Ronit-019/Finance-Intelligence-MCP
Personal finance MCP server with budgeting, analytics, and PostgreSQL.
Financial Datasets
pipeworx-io/mcp-financial-datasets
Financial Datasets AI MCP — wraps financialdatasets.ai
Finch
finchagentic/mcp
Agentic AI runtime: persistent memory, vault, autonomous agents, deep research, DeFi execution.
Find
io.agentage/find-mcp
Search the official MCP registry: 17,000+ servers with trust grades, stars, tools, install config.
Find doctors and specialists in the Greater Toronto Area
typestoofast/finddoc
GTA doctor, specialist, clinic, language, availability, and freshness data through REST and MCP.
FindIP
findip-net/findip-mcp
IP intelligence lookups and FindIP Shield visitor risk signals for AI assistants.
findtime.io
hkchao/findtime-mcp-server
MCP server for time in cities around the world, time zones, DST, conversion, and meetings.
Findvise
kkohli-nyu/findvise
AI-native local business data. Find businesses, browse menus, check ratings, and place orders.
Findymail
pipeworx-io/mcp-findymail
Findymail MCP — B2B email finder & reverse-email lookup (findymail.com)
FineData
quality-network/finedata-mcp
FineData web scraping MCP — JavaScript rendering, captcha solving, markdown for AI agents
FineRx
com.finerxfinder/finerx
US Rx prices by pharmacy near you + free discount card; foreign-brand equivalents; 12 languages
FinishKit
FinishKit/mcp
FinishKit MCP: scan GitHub repos for security vulnerabilities, deployment blockers, and quality
Finnhub
pipeworx-io/mcp-finnhub
Finnhub MCP — wraps Finnhub Stock API (finnhub.io)
FINOPTIMA
toutcreer/finoptima
AI trading agent: multi-pool AMM, 4 strategies, marketplace, copy trading. 35 tools.
Finra
pipeworx-io/mcp-finra
FINRA short-sale data — Reg SHO daily short-sale VOLUME plus consolidated bi-monthly SHORT INTEREST.
Firebase
dasasian/firebase-mcp-server
MCP server for Firebase — Firestore, Storage, Auth, and Cloud Logging, with schema validation.
Firebird
lucasgabriel0802/firebird-mcp
Firebird (2.5 to 5.0) MCP server with PLAN inspection and multi-database routing
Firma
evan-moon/firma
Local-first portfolio tracker for overseas investors. Claude reads and writes your finances via MCP.
Firstch Tools
First-CH/firstch-tools-mcp
Web production tools for AI agents: contrast, JP text, WebP, JSON-LD, slugs, dates and 40+ more
Firstdollar
lisamaraventano-spine/firstdollar
An MCP that teaches AI agents to use the wallets they already have. Teacher, not butler.
FirstHandAPI
jjfisherdev/firsthandapi-mcp-server
Post crowdsourced content collection jobs and fetch approved files via FirstHandAPI
Fiskalizimi
square-al/fiskalizimi-utils
Albanian NIPT validation, TVSH (VAT) & invoice math, gross↔net payroll on verified 2026 rates.
FiveCoins Validation Plan
io.github.AndreuSerraSastre/fivecoins-validation-plan
No-signup validation planner MCP for tiny paid offers.
FixYourDocs
fixyourdocs/fixyourdocs
File structured docs-feedback reports to the FixYourDocs hub via a file_doc_feedback tool.
Fjc Case Outcomes
pipeworx-io/mcp-fjc-case-outcomes
Federal Judicial Center (FJC), Integrated Database — federal case outcomes (fleet #3271).…
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.