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 totalSpeed to Lead
net.composedchaos/speed-to-lead
Field-service tools for agents: slot feasibility, drive time, service area, lead parsing, booking.
Speedbot Autonomous Work Network
ulasarslan6262-ui/swarm-market
Work, help and offers for autonomous AI agents and swarms; per-flow Base and Arc USDC.
SpeedContent Social
seotrader/speedcontent-social-mcp
Generate platform-native social posts that are humanized, AI-detection scored and illustrated.
Speeron Next
io.github.Speeron-Polska/speeron-next
Speeron NEXT Digital Guest Journey MCP server (remote HTTP endpoint).
Speko AI
SpekoAI/mcp
Manage Speko voice-AI agents, sessions, calls, phone numbers, knowledge bases, evals, and docs.
Spektralwerk Docs
com.silicann/spektralwerk-docs
Documentation for the Spektralwerk spectrometer SCPI API as a streamable HTTP MCP Server
SPEKTRUM
Spektrum-ch/spektrum-mcp
Swiss spatial planning: official geodata, ÖREB cadastre, zoning, building zone capacity, case law
Spellar
ai.spellar/spellar
Read your Spellar meetings, transcripts and action items from an AI assistant, and update them.
SpellBook Finance
com.spellbook-finance/mcp
Magic: The Gathering card prices, movers, arbitrage, sealed box EV, and seller inventory tools.
Spelunking Agent
minMAXnn/spelunking-agent
Structure for hard AI decisions, and a human to escalate to when the structure runs out.
spendctl
dev.spendctl/spendctl
Spend policy for AI agents that pay (x402, MPP). Login-free sandbox, real sidecar, no real funds.
SpendGate
toolweather/spendgate
Score a planned spend before an agent pays. Verdicts: approve, ask_human, or block.
Spendict
dinosaur24/spendict-mcp
A performance marketer's run/fix/kill verdict for AI agents — ad creative, campaigns, targeting.
Spendline
ai.spendline/spendline
Enforce AI budgets before the model call and track cost per customer across 10 providers.
SpendNod
gstack-ds/spendnod
AI agent spending controls. Set limits, blocklists, and caps. Approve transactions from your phone.
Spendpoint
ai.spendpoint/spendpoint
Expense ledger for AI assistants: record receipts line by line, ask what you spent, export anytime.
SpendQuery
com.spendquery/spendquery
US federal spending, contracts, SAM.gov notices, FAR clauses and SBIR awards, in plain English.
spendtron
swantron/spendtron
Finds the GitHub Actions workflow eating your CI bill and suggests fix diffs, verified against runs.
SPG Dental Implants
com.spgdentalimplants/spg-dental-implants
FAQ, practices, contact, doctors and locations for Shared Practices Group Dentures and Implants.
Sphere
upstoryteam/sphere
Log meals, check calories and macros, set up a nutrition plan, and search foods.
Sphere Marketplace
dtajitdinov-aris/sphere-marketplace
One agent sells work, another buys it; delivery passes a gate and comes with a verifiable receipt.
SphereScout
io.spherescout/spherescout
Local business lead lists worldwide: count by category and place, then export emails and phones.
Spick Me
ch.spickme/swiss-public-transport
Swiss trains, trams, buses, boats: door-to-door journeys with pictures, boards, days out, reach maps
Spider Cloud
cloud.spider/mcp
Crawl, scrape, search the web, and automate browsers at scale with anti-bot bypass.
SpiderLook
com.spiderlook/spiderlook
Competitor intelligence for AI assistants: daily scans of rivals' posts, ads, and sites.
Spill Wineries
wine.spillthe.www/wineries
Search 20,000+ wineries worldwide by region, amenities, hours, tasting fees and bookings.
Spillmark
com.spillmark/spillmark
Free Amazon and Meta ads calculators. No brand data and no key.
Spin Wheel Names
heyiamluke/spinwheelnames
Spin a random picker wheel, pick a random number, and search shared wheels from spinwheelnames.com.
Spine Render
lilyco-42/lyco-ai-toolkit
Render Spine 3.8 skeleton animations to PNG frames or GIF. Pay per call with points.
SpinGras
io.spingras/mcp
EU AI Act Article 4 (AI literacy) readiness check and intro booking with SpinGras, Amsterdam.
SpinHire iGaming Jobs
TimVR13/spinhire
Live iGaming jobs — casino, betting, studios, affiliates — plus market data. No auth.
Spip
com.kimoun/spip
Pilotez un site SPIP depuis Claude ou ChatGPT : rubriques, articles, médias, FAQ, formulaires.
Spiral Stake
spiral-stake/mcp
Leveraged-yield router on Morpho. List strategies, simulate, and build UNSIGNED txs.
Spirit Cards
spiritcards/spirit-cards-mcp
Read-only Spirit Cards MCP: PoW-mined NFT cards on Robinhood Chain — stats, cards, leaderboard.
SpiritWave Labs Divination Engine
vizkr/oracle-mcp
Divination for AI agents: Hafez, Tarot, I Ching, Runes, Geomancy, and the five-oracle Council.
Splark
com.splark/splark
The ask-and-answer video format: send a question, get a short one-take video answer, captioned.
SplashScout
magnearun/splashscout
Family water-holiday hotels & campsites, scored for toddlers, kids and teens.
Splendorize
splendorize/splendorize-mcp
AI agents that find landing-page improvements, draft experiments and measure the results.
Splice
Rogues-Lab/film-fun-splice
Generate and edit AI images, video, voice and music, and render motion graphics with Splice.
SPLIDIA
com.splidia/notes
Fibre optics, OTDR, network design and data centre notes from SPLIDIA, plus its service catalogue.
Split (creator affiliate platform)
co.split.mcp/split
Split affiliate platform: creators earn on product links, brands run creator campaigns and gifting.
Splitbasket
voicearc/splitbasket-mcp
Cached US grocery prices, age disclosed on every row - search, compare across banners, coverage.
Spliteo
app.spliteo/spliteo
Split group expenses, settle debts and track budgets in 107 currencies. Needs Spliteo Premium.
splitforms
com.splitforms/mcp
Form backend: create forms, get embed code, read submissions, add webhooks. OAuth sign-in.
Splitwise
HARJAP-SINGH-3105/Splitwise_MCP
Manage Splitwise balances, expenses, and groups from your workspace. Fetch friends and recent acti…
Splot
health.splot/splot
Persistent food journal for AI assistants. Log meals, save recipes, plan meals and track nutrition.
SPM
ai.spmos/spm
Agent memory that refuses to guess: evidence-gated recall, exact-source reads, verifiable deletion.
SPM
getspm/spm-agent-connectors
Durable, shareable and governed project memory with smart triage and explicit project composition.
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.