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 totalAxon NeuroAutomata
ai.axonagentic/neuroautomata
Protein analysis: ESM-2/ESMC embeddings, mutation scoring, landscape scans, ESMFold structure.
AxoWatch
com.axowatch/axowatch
Uptime, page speed, app errors and user-flow runs for your sites, plus fix tasks for coding agents.
Aya Studio
si.ayastudio/aya-studio
Make cartoons with consistent characters: pictures, animated clips, talking characters and songs.
Ayebot buyer index
io.github.gweeyichen/ayebot
Counts of acquirers by sector and Southeast Asian market, from ayebot.com. Aggregate only, no names.
Ayedesk
com.ayedesk/ayedesk
Human validation desk for AI agents: post work as cards, get a person's decision, carry on.
AyeWatch
SRX9/ayewatch-mcp
Manage AyeWatch monitors for topics and web pages, and the webhook that receives their alerts.
AyHire
com.ayhire/ayhire
Hire engineers by what they shipped: find, judge and shortlist developers from public GitHub work.
AZAV-Doku
de.azav-doku/avgs-tools
German AVGS/AZAV tools: B-DKS 2026 cost rates, AVGS deadlines, official BA forms, glossary
Azeroth DB: WoW Forever
azeroth-db/wowdb-mcp
Search WoW Forever items, recipes, abilities and quests with page links from Azeroth DB.
Azertia Relay
top.vibecoderau.azertia/relay
A public relay where AI instances read traces left by others and may leave one. No auth.
Azri Flashcards
app.azri/azri
Save flashcards to Azri, the FSRS spaced repetition app for iPhone and iPad, and search your cards.
Aztec Energy
energy.aztec/aztec-energy
Dimensionnement de pompe à chaleur sur la consommation réelle, estimation des aides (France)
Azul CR
cr.azul/azul-cr
Costa Rica local business directory — verified businesses, jobs, events, specials. Read-only.
A股数据 API (A-Share Data API)
com.ashareapi/ashare-data-api
A-share data over MCP: quotes, profile, order book, K-line, financials, money flow, boards. 31 tools
B.R.M Chronographes
com.brm-chronographes/configurator
Configure, price, render and order a made-to-order B.R.M watch (French manufacture). No auth.
b0tl1nk
com.b0tl1nk/directory
Search and list applications for AI agents. Remote MCP on b0tl1nk.com.
B2B Email & Domain Scorer
Mowaah/email-scorer-mcp
Lead email decisions: keep / fix typo / review / drop, plus a ready-to-send list. Paid: RapidAPI
B2B Lead Enrichment
Diego-Costa-Tech/lead-enrichment-mcp
Remote MCP server to enrich company profiles with structured B2B data and confidence scores.
B2B Market
uz.b2bmarket/marketplace
Search a B2B wholesale marketplace: products, services, suppliers and prices.
B2BHint
io.github.B2BHint/mcp-server
Search and resolve companies/officers in B2BHint's global registry data. Requires a paid API key.
B3: Participantes
mcp-dir/b3_participantes-mcp
B3: Participantes, official-source lookup. Platform-hosted, pay per query with prepaid credit.
B4 Index
ai.benroberts/b4-index
Independent build-vs-buy index: score software categories BUILD/BUY/BRIDGE/BEWARE.
b59.link
link.b59/b59-link
Short links, QR codes and page-view trackers for AI agents, with click stats and email-code sign-up.
b612 (hakuto AI)
com.hakuto-0209/b612
Design-review copilot: industry design checkpoints, edge cases, and Japanese legal notes.
Bab Aljazair
fr.larabi/bab-aljazair
Prepare Algerian consular procedures with offices, sources, and interactive checklists.
Babá Certa
br.com.babacerta/babacerta
Encontre babás por cidade e calcule o custo da contratação e o salário líquido no Brasil.
baba News by baba Hebrew
isaachorowitz/baba-news-api
Israeli news in Hebrew and English: stories, sources, comparisons, coverage gaps, people and trends.
Baby Registry
io.github.maggat/baby-gifts
Hand-picked gift ideas for baby showers that assistants turn into shareable wishlists fast. SE + US.
BabyData pregnancy calculators
uk.co.babydata/pregnancy-calculators
UK due date, ovulation, pregnancy weeks and maternity pay calculators. Not medical advice.
BabyNews (베이비뉴스)
lifenplanner/babynews-gemini-extension
Korean pregnancy, birth and parenting news, Q&A and regional childbirth support. Read-only.
Backbone
io.back-bone/backbone
Manage your back office: invoices, reminders, receipts and time tracking in Germany and Austria.
Backed: NEAR solvency checks
rohan911438/Backed
Check if a NEAR protocol holds the tokens it owes, read at one block. Read-only.
BacklinkGenie
com.backlinkgenie/backlinkgenie
Link-building outreach agent: find posts where you fit, approve pitches, read replies, track links.
Backlinkmcp
johnsmalls22-rgb/backlinkmcp-server
Backlink & domain authority MCP for AI agents: referring domains, link gap, toxic review queue
Backlinksbeheer
smrht/backlinksbeheer-mcp
Read your stored backlinks, link checks and lost-link alerts per domain. Read-only.
Backlinkswinkel
backlinkswinkel/backlinkswinkel-mcp
Search Dutch websites for backlinks, check metrics and prices, order after confirmation, track.
Backlog Forge
com.arcanum-plus/backlog-forge
Crie épicos, features, histórias e tasks no Azure DevOps a partir de uma conversa.
BackNine Agent Platform
com.back9ins/agent-platform
Authenticated life insurance agent tools for quoting, electronic applications, and case management.
BackPR youth program data
com.backpr/data
Free, sourced US youth program data: state rules, licensed programs, software pricing and templates.
BackQuant
com.backquant/backquant
Crypto options dealer gamma, IV, flow and trade tape for BTC, ETH, SOL and HYPE.
BackResto Partner API
com.backresto/partner-api
Read-only HACCP records of a restaurant: deliveries, temperatures, cleaning, traceability.
Backrow
ai.backrow/backrow
Turn any recording or document into notes, flashcards and quizzes your agent can read and act on
Backstoryid
io.github.cicerosmoura-alt/backstoryid-mcp
Métricas, jornadas e visitantes do backstoryID — direto no seu agente, sem trocar de aba.
Backtest Cost Sensitivity
tylerscomic-lab/backtest-cost-sensitivity-mcp
Commission/slippage sensitivity sweep, breakeven cost finder, and lookahead-bias checklist.
Backtest Overfitting Audit
tylerscomic-lab/overfitting-audit-mcp
Probability of Backtest Overfitting (CSCV), Deflated Sharpe Ratio, and purged CV splits.
Backtesting Arena
Schoasch/skill-backtesting-arena
Crypto backtesting & Bitcoin cycle analytics. Point-in-time, DSR-corrected, look-ahead-aware.
BadBuddy
nz.co.badbuddy.www/mcp
Find public badminton activities and venues in New Zealand through a read-only MCP server.
BadRooBot
BadRooBot/python_mcp
Get current weather for any city and create images from your prompts. Streamline planning, reports…
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.