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 totalSpain Payments
junter1989k-ai/spain-payments-mcp
Spain payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
Spala Public
spala-ai/spala-public-mcp
Discovery, OAuth, project operations, and exact project MCP handoff for Spala backend projects.
Spam I Am
com.ismynumberspam/spam-i-am
See if a phone number shows Spam Risk or Scam Likely on AT&T, Verizon and T-Mobile real phones.
SpamFixer Email Deliverability Check
com.spamfixer/email-deliverability-check
Why do a domain's emails go to spam? Checks SPF, DKIM, DMARC, MX and blocklists. Free, no login.
Spanly
com.spanly/spanly
MCP observability. Query live traffic, errors, duration, and alerts from your AI agent.
SpareHive GPU Advisor
RichardXu001/sparehive
Read-only GPU advisor: model VRAM needs, fit checks and rental prices, with evidence grades.
Sparetext
dev.sparetext/sparetext
Send and read real SMS from your own Android phone or iPhone: texts, replies and conversations.
Spark
PlusDocs/spark-site-mcp
Build and run a business from your AI assistant, with hosting, payments, email and more built in.
Spark Apps Catalogue
co.spark-apps/spark-apps
Read-only catalogue of the Spark apps: what each one does, its stack, and where it runs.
Spark Inventory
com.sparkinventory/spark
AI inventory management: stock, Demand ESP reorder recommendations and purchase orders.
SparkAds
dev.sparkads/sparkads
Manage your SparkAds slot: your stats, the free-hour grid, network totals, and your own creative.
Sparkflights
Sparkflights-com/sparkflights-mcp
Search verified flight fares by city, month, cabin and price, with a link to book each one.
SparkLaunch
io.github.SparkLaunch-Dev/sparklaunch
Founder workflows for idea validation, branding, campaigns, landing pages, analytics, and CRM.
SparkleTree
io.sparkletree/sparkletree
Build your brand and web presence, and run SparkleTree campaigns online and on screens, from AI.
Sparkling Tracks Tours
com.sparklingtracks/mcp
Read-only MCP for Sparkling Tracks European tours: packages, itineraries, pricing, contacts.
SparkPay
dev.sparkpay/sparkpay
Stripe billing for indie apps: plans, coupons, subscriptions, customers and revenue reporting.
SparkQuote NEC calculators
ai.sparkquote/nec-calculators
NEC 2023 electrical calculators: wire size, ampacity, voltage drop, conduit fill, box fill, load.
Sparks
6x7gr/sparks-mcp
Your Sparks idea notebook: read, create and organize notes, projects and subtasks.
Sparks Scribe
app.sparkscribe/sparks-scribe
Official first-party facts about Sparks Scribe: what it is, pricing, trial.
SparkVibeAI Spec Committee
com.sparkvibeai/spec-committee
Commission a multi-model AI spec committee from your agent; get rubric-scored, build-ready specs.
spArxx.io
io.sparxx/mcp-gateway
Prove you made it first. Blockchain Timestamp creative work via Claude or any MCP-enabled AI Agent.
Spatial India
com.spatialindia/spatial-india
District-level open data for India — Census, NFHS-5, NCRB, RBI and more, joined onto one geography.
spawnpoint
spawnpoint-inc/spawnpoint-plugin
The place where your team's AI lives: deploy what your agent builds to a private, shareable link.
spawnpop
io.github.tinbox-labs/spawnpop
Roblox game assets for your agent: free kit plan, then GUI, icons, thumbnails, 3D props and music.
SPdex足球资料
io.github.hahaone/football-data
Football fixtures, historical scores, team/venue profiles, archived squads and availability reports.
Speak
dev.kaneky/speak
Text to natural speech as MP3: 38 voices, 7 languages, 1,000 chars per call. Paid per call, x402.
Speakeroo speaking coach
chocopie8/speakeroo-mcp
AI speaking coach: feedback on speeches from text or audio, plus topics, pronunciation and rubrics.
Speakmanai Workflow
speakmancip/speakmanai_workflow
Multi-agent AI pipeline that generates professional Solution Architecture Documents.
SpeakPen: Your Voice Notes
io.github.Qumge/speakpen-mcp
Read-only access to your SpeakPen voice notes: search, read transcripts, list recent ideas.
Speakvora
io.github.eyeguide-dev/speakvora
Text to speech, voice listing and phrase library search for AI assistants. API key header.
Spec Kit Acceptance Gate
clauxel/spec-kit-acceptance-gate-mcp
Paid remote MCP for spec driven development acceptance gate MCP, structured receipts, audit logs, an
SpecCapture
com.speccapture/speccapture
Read title blocks, parts lists, revision history and notes from 2D engineering drawings.
Special Education Law
io.github.perlmanlegal/special-education-law-decisions
Searchable special education decisions and legal research tools.
Specita
com.specita/release-evidence
Read-only release evidence for coding agents: findings, deliveries, source and runtime data.
SpecJoin
com.specjoin/hardware-compatibility
Check computer, dock, monitor and charger compatibility with requirements and manufacturer sources.
Specky
io.github.fathyshalaby/specky
Turn raw customer feedback into evidence-cited specs (free, no key) plus 16 PM tools.
Specmcp
bylogistry/specmcp
Live access to gematik Telematikinfrastruktur (TI) specs and certification requirements.
SpecProof
ibouazizi/specproof
SpecProof: Search standards specs with MCP-ready precision.
SpecStream
specstream/specstream-tools
Lead lists, company lists, grants and jobs from the live web, for your agent. Priced per match.
Spectacular Atlas
com.spectacularatlas/events
Light festivals, lantern festivals, drone shows and more worldwide, by trip dates, place and type
Specter Cite
ai.specterlaw/cite
German and EU law for AI assistants: statutes and case law in current wording, with sources.
Spectra
io.github.jorgesandoval/spectra
Generates unit tests for Python code with coverage before/after reports and concrete edge cases.
Spectral
com.seespectral/oracle
Cross-check a factual claim against a verified knowledge graph before you assert it. Never guesses.
Spectre Markets
io.github.sina158/spectre-markets
Live NQ/ES gamma levels, session paths and trade ideas from SPECTRE Markets. Research only.
Spectrum Data Digital
io.github.spectrumdatadigital/spectrum-data-digital
Data marketplace for AI agents: quality-scored datasets, compliance checks, x402 USDC payments.
Specularis AI Visibility Audit
AdevAarons/specularis-mcp-audit
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?
Speechyou
io.github.verbatik/speechyou-notes
Search and read Speechyou voice notes and meeting transcripts with secure OAuth access.
Speed Reader
Starsalaya/speed-reader
Turn any article, document, or chat reply into a one-word-at-a-time RSVP reading session.
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.