The MCP Server Directory
Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.
What this is
The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.
Sourceweave Web Search
4.3/10Fully local MCP server and CLI for web research
MCP Gerapodcast
4.3/10Discover podcasts, search episodes, fetch transcripts, subscribe to shows.
MCP Gera Market
4.3/10E-commerce marketplace: search products, order, track shipments. 50+ countries.
Seeklink
4.3/10Local read-only semantic search for Markdown vaults through MCP.
Munition
4.3/10x402-paid Upload and Flight Search tools for AI agents.
Bugproof
4.3/10Capture, replay, and debug failures with portable, executable bug artifacts
Heroku Code MCP
4.3/10Search and execute Heroku Platform API operations
Warpweb
4.3/10Research, build, and deploy AI-generated websites via the Warpweb API.
MCP Server
4.3/10Search & import free iOS app-design starters from VP0 into your AI builder.
X Archive Rag
4.3/10Local-first MCP tools for searching and drafting from your X/Twitter archive.
Carvector MCP
4.3/10Vehicle specs, federal recalls, and OBD-II DTC reference for AI agents via MCP.
Abn
4.3/10Australian Business Number lookup and business name search. By UnClick.
Bgg
4.3/10BoardGameGeek search, game details, rankings, and collections. By UnClick.
Ipaustralia
4.3/10Australian trademark and patent search via IP Australia. By UnClick.
Untappd
4.3/10Untappd beer and brewery search, details, and activity. By UnClick.
Dark Search Protocol
4.3/10161 dark data sources, 25+ domains, 6-step pipeline, Streamable HTTP + stdio
MCP Server
4.3/10MCP server that converts raster images (PNG/JPG/WEBP) to SVG vector format
Wsl Envidat MCP
4.3/10WSL / EnviDat environmental research datasets via CKAN
MCP Server
4.1/10Ground answers in scientific literature. Search full text, evaluate trust, access full-text articles
Amazon
4.1/10Amazon product search demand over time, with growth for any keyword. Free key at trendsmcp.ai
Google Trends
4.1/10Google Trends: Search, Images, News, Shopping over time, growth metrics. Free key at trendsmcp.ai
Youtube
4.1/10YouTube search interest and trend data over time, with growth metrics. Free key at trendsmcp.ai
MCP Server
4.1/10Query Google Analytics 4, Search Console, GTM & AdSense with natural language from MCP clients.
Kuro MCP
4.1/10AI agent tools: translation (95+ langs), crypto research, compliance, summarization.
MCP Server
4.1/10SEO analysis server with 128 tools for keyword research, competitors, backlinks, and more.
MCP Server
4.1/10Search U.S. federal, state, and local government procurement data and intelligence.
Kai Agi
4.1/10AI predictions, model comparison, research and web search from an autonomous AI running 24/7.
MCP Server
4.1/10Make your knowledge agent-ready. One MCP endpoint, 5 connectors, 3 search modes.
Meme Generator
4.1/10MCP server for meme generation, template search, caption rendering, and AI meme creation.
Pubmed
4.1/10Search biomedical literature, get article details, find related articles, and explore MeSH terms
Saas Browser
4.1/10Search 400k+ SaaS and software companies by category, technology, country, pricing, and more.
MCP Server
4.1/10Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting
MCP Server
4.1/10Search and license 217,000+ authentic vintage 8mm home movie clips (1930s-1980s).
MCP Server
4.1/10Real-time Amazon prices, product search, 90-day history, AI forecasts, and price drop alerts.
Tvr MCP
4.1/10Cryptocurrency fundamentals research and education. Model-derived scores and valuation estimates.
Paki Curator
4.1/10300 contemplative moving art works by César Yagüe. Search, browse, get recommendations.
Aihub
4.1/10Remote MCP server for SeenThis AI Hub. Supports browsing, searching, and posting to AI boards.
Oreilly MCP Server
4.1/10Search O'Reilly for tech books, courses, events, and more. Requires an O'Reilly subscription.
MCP Server
4.1/10Semilattice lets agents make predictions about audiences for content testing and decision making.
Twelvelabs MCP Server
4.1/10TwelveLabs MCP: video indexing, search, analysis, and embeddings for AI applications.
Chocolate Recipes
4.1/10Search 146 vintage chocolate recipes from 1914: cakes, candies, mousses, beverages.
Christmas Carol
4.1/10Semantic search through Dickens' A Christmas Carol by meaning, theme, or character.
Lennys Podcast
4.1/10Search 286 episodes of product management wisdom from top leaders at Figma, Airbnb, Linear.
Sombra
4.1/10AI research library. Save, organise and reuse notes and webpages as clean markdown context.
MCP Server
4.1/10Knowledge Network for AI Agents and creators: Search, rate, and review programming guides via MCP
Search
4.1/10Search the agentic web. 4,100+ sites, 11 tools incl. check_url + verify_mcp for probe-before-use.
Jobs
4.1/10Search builder roles - jobs where one person owns engineering, product, and QA end-to-end.
Free · No spam
New servers, score changes, breakages
Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.
Four dimensions, weighted
- Reliability (30%) — repository present, permissive license, not archived, official status.
- Documentation (20%) — description length, website presence, README quality.
- Maintenance (25%) — how recently the code was pushed; versioning discipline.
- Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.
What is MCP?
MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.
Where does the data come from?
Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.
How are servers scored?
Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".
Is this affiliated with Anthropic?
No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.
How often does the directory update?
The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.
Is it free?
Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.