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 totalQuokkapix
quokkapix/quokkapix-mcp
Resize, compress, convert, remove backgrounds, strip metadata, watermark and export images locally through QuokkaPix, without uploading source images.
Rankcli
integrallis/rankcli-mcp-server
SEO and GEO (AI search) analysis: Core Web Vitals, structured data, security headers, mobile SEO, image audits, internal linking and AI crawler access.
Redmine Stateless
daiji-sshr/redmine-mcp-stateless
Stateless Redmine integration with per-request credentials: list, create and update issues, full-text search across issues and comments, and edit journals.
Rescuedogs
ssatama/rescuedogs-mcp-server
Search rescue dogs from European and UK organizations, with detailed profiles and personality matching.
Resume
mnoomnoo/resume-mcp-server
Search local resume and job application documents (.docx, .pdf, .md, .txt) by skill, company and education, and extract work experience and achievements.
Roo Memory
mcasdfgf/mcp-roo-memory
Persistent fractal graph memory for coding agents: semantic search, hot/cold/archive context tiers and decision tracking on Qdrant.
Scamverify
scamverifyai/scamverify-mcp
Scam and threat checks for phone numbers, URLs, texts, emails, documents and QR codes using FTC/FCC complaints, URLhaus and ThreatFox, with risk scores.
Science AI
SelfPy/science-ai-mcp-server
Science AI Journal tools: paper-tier prediction, AI peer review, research gap finder, journal recommender, duplicate publication checker and article writer.
Scout
bartonguestier1725-collab/scout-mcp
Parallel search across GitHub, npm, PyPI, arXiv, Semantic Scholar, Hacker News, Reddit, X, Dev.to, Hashnode, Qiita and Zenn with structured JSON output.
Seameet
seameet-ai/seameet-mcp
Access SeaMeet meeting recordings, transcripts, AI summaries, screenshots, action items and webhooks, and control the desktop recorder.
SecureAudit
rev2ret/SecureAudit-MCP
Static C/C++ memory-safety scanning and PE/ELF binary protection audits (ASLR, DEP/NX, SafeSEH, PIE), with remediation via secure templates.
Semanticapi
peter-j-thompson/semanticapi-mcp
Natural language API discovery: search API capabilities and get endpoints, auth setup and code snippets, with auto-discovery of new APIs.
Sentisift Sdks
pickelfintech/sentisift-sdks/mcp
Comment moderation and intelligence for articles: bot and spam detection, multilingual sentiment analysis and constructive comment generation.
Shield
rob925/mcp-shield
Static security scanner for MCP servers and agent tools: detects secrets, shell execution, risky tool descriptions, environment access and prompt injection.
Shieldapi
alberthild/shieldapi-mcp
Security intelligence: HIBP password breach checks, email/domain/IP/URL reputation, prompt injection detection and skill supply chain scanning.
Shipback Sftp
aldohushi1-stack/shipback-sftp
Undoable SFTP deploys to shared hosting (cPanel, Plesk, any SFTP host): backs up every file it replaces on the server, restores with one call and refuses if a live file was edited since; deploy and restore only run a previewed plan, with no delete or skip-backup tools.
Sieve
gautam-u/sieve-mcp
Local macOS scanner for secrets leaked into AI tool chat transcripts, with redacted findings, placeholder-only redaction and Keychain-backed command execution.
Signallord
KK6BZB/signallord-mcp-server
Bitcoin market regime detection: outcome probabilities, historical pattern matching, composite gauges and real-time macro, institutional and on-chain data.
Simple Selenium
brutalzinn/simple-mcp-selenium
Control browsers with Selenium using natural language, for testing, automation and multi-user scenarios.
Simplemem
jcdickinson/simplemem
Simple memory for coding agents using DuckDB and VoyageAI.
Skillssafe
GUCCI-atlasv/skillssafe-mcp
Scan SKILL.md files, MCP configs and system prompts for credential theft, prompt injection, zero-width character attacks and ClawHavoc indicators.
Smallprint Action
gostanos/smallprint-action/mcp
Query the Small Print record: versioned, diffed tool descriptions and schemas of MCP servers, skills and plugins, with graded changes and public advisories.
Smart Job Apply
godikemahesh/smart-job-apply-mcp
Autonomous Model Context Protocol (MCP) server that searches, filters, auto-fills forms, and submits job applications across 8 major job boards (LinkedIn, Naukri, Indeed, Wellfound, etc.) with external ATS navigation and recruiter outreach via Gmail.
Socialintel
socialintel/socialintel-mcp
Search Instagram influencers by niche, country, demographics or follower count for usernames, bios, follower counts, categories and public business emails.
Sol
autonsol/sol-mcp
Solana token risk scoring by mint address, pump.fun graduation momentum signals and trust attestation queries.
Solana
AiAgentKarl/solana-mcp-server
Solana blockchain data: wallet balances, token prices, Raydium and Orca DeFi yields, and token safety checks (RugCheck, holder concentration, insiders).
Solana Swap API
polsolbridge/solana-swap-api
Non-custodial swaps via Jupiter (Solana) and KyberSwap (EVM), cross-chain routing, Solana priority fees and Hyperliquid perps, as unsigned transactions.
Sparkit
SPARKIT-science/sparkit-mcp
Ask SPARKIT, a scientific research agent, questions and get cited Markdown reports based on literature search and paper reading.
Spix
Spix-HQ/spix-mcp
Phone numbers and voice for AI agents: make and receive calls, send email and manage contacts.
Spotinst
arnstarn/mcp-server-spotinst
Manage Spot.io (Spotinst) Ocean clusters, VNGs, Elastigroups, costs, right-sizing and logs across AWS and Azure accounts.
Stargate Bridge
kukapay/stargate-bridge-mcp
Cross-chain token transfers via the Stargate protocol.
Statuscraft
jabbawocky/statuscraft
Check whether software services are down using live data from their status pages, including incident details.
Taghvim
mrfelfel/taghvim
Deterministic date and time reasoning: arithmetic, DST-aware time zones, business days, public holidays, RFC 5545 recurrence and Gregorian/Persian conversion.
Tailtest Cline
avansaber/tailtest-cline
Adversarial test generation in Cline: detects the stack, writes and runs tests, and classifies failures as real bugs, environment problems or test bugs.
Tat
theagenttimes/tat-mcp-server
Query articles, statistics, the wire feed, comments, citations and agent leaderboards from The Agent Times, a newspaper covering the agent economy.
Telinksdk Builder
JannLeo/telinksdk-builder-mcp
Build Telink and other embedded SDKs (Eclipse headless, Make or generic) via natural language, with automatic build pattern detection.
Terrarium
chryaner/terrarium
Fork, break and revert VirtualBox VMs with linked clones and RAM snapshots, and drive GUI-only guests via screenshots and input without SSH or a guest agent.
Terse
bloriner/terse
MCP server for Terse, an AI-native code language for coding agents: parse, evaluate, transpile to Python, and token-count Terse source over stdio.
Text File Read And Refactor
FI-Mihej/text_file_read_and_refactor_mcp
Token-efficient text-file search, reading and refactoring that detects each file's BOM and codepage and preserves them on save.
The Stall
thebrierfox/the-stall
Pay-per-call x402 data: equities, crypto/DeFi analytics, options chains, dealer GEX, macro data, congressional trades, prediction markets and SEC filings.
Thinair Data
ThinAirTelematics/thinair-data
Dialect-aware tools for PostgreSQL, MySQL and SQL Server: queries, schema introspection, optimization, migrations and PII scanning.
Thinair Geo
ThinAirTelematics/thinair-geo
Global location and routing: geocoding, truck routing with hazmat and dimension constraints, traffic, weather, isochrones and place search.
Todoist v1
christulino/todoist-v1-mcp-server
Manage Todoist tasks, projects, sections and labels via the unified API v1.
TokenBurnRate
nikhilnt1234/TokenBurnRate
Track LLM token costs across Claude, GPT and Gemini, with optimization hints and savings estimates.
Tossinbox
mohamed-khairy-5i/tossinbox
Disposable email for AI agents: create a throwaway inbox, wait for the OTP verification code, then discard it. Also available as a CLI.
Tossinvest
Jeric1223/tossinvest-mcp
Toss Securities Open API for Korean and US stocks: orders behind single-use confirmation tokens, quotes, order book, candles, investor flows, holdings and FX.
Travel
forgemeshlabs/travel-mcp
Travel search workflow: airport lookup, route comparison, timing guidance and external booking links via generic travel search providers.
Ue5 Automation
miracle1814/ue5-automation
Unreal Engine 5 Blueprint automation: create, wire and compile Blueprints, author materials and UMG widgets, and verify PIE runtime state.
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.