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 totalFauxgen
LazyInvestor/fauxgen-mcp
Generate fictional test identities, addresses, phones, Luhn cards and IBANs for QA fixtures (66 countries). Companion web tools at https://fauxgen.com.
Favicon Tools
Check a site's favicons and app icons, and generate a full favicon, Apple touch, and PWA icon set.
Fcpxml
DareDev256/fcpxml-mcp-server
Parse, edit and generate Final Cut Pro FCPXML timelines: health checks, flash frame detection, chapter markers, rough cuts and NLE export.
Fda Risk Radar
thehealthai/fda-risk-radar-mcp
FDA and NHTSA regulatory risk data: device compliance risk, 510(k) evidence, predicate chains, postmarket signals, reimbursement pathways and vehicle safety.
FeedNest
Read and search your RSS feeds and articles, plus save, tag, highlight and add notes on paid plans; OAuth sign-in.
FERS
FERS: structural finite-element analysis
Builds and checks structural FE models (beams, frames, trusses, plates, Eurocode 3) that solve in your browser.
Fi-Plan
Financial simulator for Indian salaries: loans, taxes, SIPs, and 50-year FIRE plans.
FiatDock
Pay-per-call web reading, email checks, token safety and a marketplace of MCP services, paid in USDC over x402.
Ficiel
Read and search Instagram, WhatsApp and LinkedIn DMs, find prospects left unanswered, prepare follow-ups you approve.
Fieldproxy
Run field service jobs, dispatch, invoices and quotes, and build new screens, with a person confirming each change.
Figma
Read Figma files and turn frames and components into code.
file2markdown
Convert PDFs, Office files and web pages to clean Markdown by URL or base64; 5 free a day, Pro key for more.
Filesystem Context
j0hanz/filesystem-context-mcp-server
Read-only filesystem exploration, search and analysis with symlink protection.
Filter
chohyerinn/filter-mcp-server
Compare approximate filter data structures: Bloom, Counting Bloom, Cuckoo and SuRF.
Financial Evidence
Route and retrieve cited funding, bank-risk and market-liquidity evidence, preserving source dates and missingness.
FinancialFilings
Regulatory filings, XBRL financials and company data from securities regulators in about 60 markets.
Findagent
team886/findagent-mcp
Marketplace of vetted agents with automated security scans plus human review, credential-to-host binding and sandboxed hosted code with default-deny egress.
FindingSteel Steel Sections
Query GB/T steel section properties and calculate theoretical steel weight for 143 Chinese profiles.
Firecrawl
Crawl, scrape, and extract structured data from websites.
Firefox Devtools
freema/firefox-devtools-mcp
Firefox automation via WebDriver BiDi: snapshot-based interactions, network monitoring, console capture and screenshots for testing and scraping.
fitze x402 Tools
Pay-per-call agent tools: web fetch, domain/GitHub/token intel, repo diligence and web briefs, in USDC on Base via x402.
Fix Protocol
slenderongithub/fix-protocol-mcp
Parse, validate, build and explain FIX protocol trading messages offline, using a bundled FIX 4.4 field dictionary.
Flash
Spaced-repetition flashcards: create cards from notes, get quizzed by voice, and let FSRS schedule reviews.
flconsole
New Upwork jobs from the last 30 minutes by saved feeds or filters, plus feed setup; free, Telegram sign-in.
FlightPowers Google Flights
Live Google Flights fares with a price verdict, round trips, date ranges and destination lists.
FLOPS Index
Indicative GPU rental reference prices (spot, on-demand, DePIN), refreshed every 6 hours, each with a verify URL.
Flox
FLOX-Foundation/flox/mcp
FLOX trading systems framework: run backtests, scaffold strategies, check for lookahead bias, place orders and query PnL.
FlyBest
Live hotel rates with travel-advisor benefits (breakfast, credit, upgrade) and a one-time payment page to book.
fnlowl
Manage website widgets, leads, email sequences and analytics; discovery is open, tool calls need a sign-in.
Football Charts
Results, fixtures, tables, goal timing and season projections for 93 football leagues, lower divisions included.
Footgun
Dated, verified fixes for known API, platform and AI coding tool breakages, checked before your agent codes.
Foresee
Compare live home and auto insurance quotes from carriers' own sites.
Forever In Our Hearts
Search public online memorials, funeral notices and partner funeral homes, with links to each page.
Forge
Security audits of shipped code, in plain English.
Formgong
Create contact forms and get HTML/React/Next.js snippets; discovery is open, every tool call needs a sign-in.
Formhaus Cloud
Publish forms from JSON definitions, read submissions and manage form settings and webhooks.
Formquote
Compare email verification credit prices, sound-effect licences and font licences from a live public catalogue.
Formstep
Collect verified customer information with one request: the customer confirms or corrects a branded, prefilled form.
FoundRole
Search jobs from company career pages, checked for ghost risk, pay vs market and visa sponsorship; track applications.
FrameOn
Project management for AI agents: tasks, docs, decisions and time in one shared team context.
Frantic
Find funded agent bounties, inspect standing and receipts; claiming and payment follow account and review rules.
Free Web Search Ultimate
wd041216-bit/free-web-search-ultimate
Web search across DuckDuckGo, Bing, Google, Brave, Wikipedia, arXiv, YouTube and Reddit with deep page browsing. Instructs LLMs to search before answering.
Fresh402
Public web checks, extraction, structural and OpenAPI diffs. Free baseline; paid calls use x402 USDC on Base.
Freshdesk
omnom62/freshdesk-mcp
Self-hosted Freshdesk server: ticket search, conversations, attachment text extraction, image OCR and status, group and company enrichment.
FrontDesko
Hotel PMS pricing and plan comparisons, OTA-commission savings math and docs search.
Fruit Stand
Historical return data for funds and tickers.
FTIR.fun
Analyze FTIR spectra, search spectral libraries, and retrieve peak and literature evidence.
FXMacroData
Official macro releases and calendars: public USD data, with an optional API key for broader coverage.
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.