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 totalSIC Codes UK
jackmmaher/siccodes.co.uk
UK SIC code lookup, GICS/ICB mapping, and Companies House search. 731 codes, 5.6M companies.
Silicon Transfer
SiliconAINetworks/silicon-transfer-mcp-server
FTP/SFTP/FTPS MCP server with transfer proofs - every upload returns a checksum verdict.
Simplifier
simplifier-ag/simplifier-mcp
MCP Server for Simplifier - manage Connectors, BusinessObjects, Datatypes and logins
Siren
yoavhizkiH/siren
MCP server for Siren diagramming — teach AI models to create beautiful diagrams with Siren syntax
site-spec
ariaxhan/site-spec
MCP server: audit any website for SEO, accessibility, and AI-searchability, then auto-fix it.
Skill Audit
eltociear/skill-audit-mcp
MCP server: static security scanner for MCP servers, agent skills & plugins. 17 attack patterns.
Skillsindex
thomasblc/skillsindex-mcp
Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT actions, IDE plugins.
SkillsSafe Security Scanner
GUCCI-atlasv/Skillssafe.com
AI skill security scanner. Detects prompt injection, credential theft, ClawHavoc. Free, no signup.
SkyAccess
sky-access/skyaccess-mcp
Search 5,000+ live empty leg flights, get charter estimates and booking links. Free, no API key.
SLAC
DennisPrediger/SLAC-MCP
MCP server exposing SLAC (Simple Logic & Arithmetic Compiler) as tools for LLM agents
Slimdex
Siddhukaushik/slimdex-mcp
Narrow code retrieval for agents: outlines, symbol context, dep graph, persistent memory.
Sms Florin
flovoice53-tech/sms-florin-mcp
Rent a real UK phone number and receive SMS/OTP codes — built for AI coding agents.
Snowfakery
composable-delivery/snowfakery-mcp
MCP server for authoring, analyzing, debugging, and running Snowfakery recipes
SnowSure — Snow & Ski
mikeslone/snowsure-web
Live ski snow, multi-model forecasts, powder rankings & a grounded Answer Engine for 500+ resorts.
SOAPNoteAPI
soapnoteaicom/soapnoteapi-mcp
Generate clinical SOAP notes, billing codes, and visit summaries from transcripts or audio.
Social Media Manager
closermethod/social-media-manager-mcp
Operational layer for running accounts: calendars, cadence, captions, hashtags, reporting.
Social0
Abhishek-B-R/social0-mcp
Post and schedule across 9 social platforms from Claude, Cursor, or ChatGPT.
Socialneuron
socialneuron/mcp-server
52 MCP tools for AI social media: create, distribute, analyze, and optimize content.
Sparkbitesv2
educlopez/sparkbitesv2
Search 500+ curated design websites and install DESIGN.md files directly from your AI agent.
Specrun
pavelpiha/specrun
MCP server that converts OpenAPI specs into tools which can query API endpoints
Spikes
bierlingm/spikes
UI feedback for AI-assisted building. Click elements, rate them, agents triage via MCP.
Spreadsheet DB
ManddarinShop/Hikoutei
SQLite-authoritative entity database with an async Google Sheets projection for AI agents.
Spresh
PrashantBtkl/spresh-mcp
Search Facebook ads, decode competitor creative strategy, and track brand ad history.
SquawkFlow Market Structure
dhawalc/squawkflow
Free keyless dealer gamma, OI change, market calendar, 13F, congress and CFTC data, dated, cited.
StandardGraph
swoopeagle/standardgraph
158,000+ K-12 education standards across 300 curriculum systems, cross-referenced via NLP.
Startupnamegenerator
startupnamegenerator/mcp
Generate startup names with an available .com, checked live, then screen US and EU trademarks.
Starwell
Adarsh4052/starwell-mcp
Statistics from 28 agencies: FRED, Eurostat, ECB, World Bank, OECD. Cited values, computed answers.
StayPut
keenanlk/stayput
Local PDF and photo tools: merge, split, rotate, number PDFs; strip photo GPS. No uploads.
Steam Local
Jackson-Brooks/steam-local-mcp
A Windows Steam MCP server with local client controls and optional Steam Web API insights.
Stellavault
Evanciel/stellavault
Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault. 21 tools, no keys.
Stock AI Newsletter
MongLong0214/stock-ai-newsletter
Korean stock market theme lifecycle analysis (TLI) — rankings, stock lookup, predictions & prompts
Stockportfolio
avisre/stockportfolio-mcp
Filing-grounded US financial data — every value returns with its SEC filing source. No estimates.
Storefront
Maarmapa/storefront-mcp
E-commerce storefront over MCP: public catalog tools plus token-gated back-office tools.
StressZero
gomessoaresemmanuel-cpu/stresszero-mcp
Burnout risk scoring across 3 dimensions (physical, emotional, effectiveness)
Supplement Advisor
erinheit451/supplement-advisor-mcp
Evidence-based supplement guidance: clinical doses, form comparisons, interactions, cost-per-dose.
Svara
zenmode87/svara-mcp
Send native LinkedIn voice notes from your AI assistant via the Svara API.
SVG to Video
GehDoc/svg-to-video
Convert animated SVG (CSS/SMIL) to video (MP4/WebM) or image (GIF/aPNG) with in-band delivery.
sw-postgres
jpka/sw-postgres-mcp
Safe-write Postgres MCP server with preview-before-execute writes and rollback safety.
Swiss company data
prospex-ch/swissco-cli
Swiss company data: Zefix register, SHAB gazette, simap tenders, FINMA, GLEIF and ARAMIS
Symbols
p1va/symbols
MCP server to read, inspect and troubleshoot codebase symbols
Syncpen
airbuzz/syncpen-mcp
The markdown workspace your AI can read, search, and suggest edits in — every change signed.
Tabler
MaFady/tabler-mcp-server
Tabler.io for AI assistants: search 5,000+ icons, UI components, layouts, themes and docs.
Tailscale RMCP
dinglebear-ai/rtailscale
Tailscale device, route, DNS, key, user, and ACL management over MCP and CLI.
Tauri Documentation
fxckcode/tauri-docs-mcp
Read-only MCP server for official Tauri 2 documentation snapshots.
Telethon Plus
psyb0t/docker-telethon-plus
Self-hosted MCP server: Telegram userbot control (Telethon) via HTTP and MCP.
Tereno on Base
tereno-xyz/tereno-mcp
Check a Base contract, transaction or web page before you act. Free pricing, paid per call in USDC.
Tgms
zxf-work/tgms
Bi-temporal graph store with 15 verified temporal operators as typed, deterministic MCP tools.
Thailand Data
narinthon-so/thailand-data-mcp
Thai data for AI agents: DBD company-registry lookup, address normalization, holidays, VAT/WHT.
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.