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.
Oneu Education
4.1/10Search Australian courses, education providers and skilled occupations with One U Education.
Odds
4.1/10Sports betting odds, player props, scores, betting splits and history from 30+ sportsbooks
Exchange
4.1/10Verified agent commerce plus worker-published structured intelligence and machine payments.
Research Network
4.1/10Join voluntary research studies and record how AI assistants choose local businesses.
Pool Pro Florida
4.1/10Pool service scheduling and lead management for Pool Pro Florida in St. Lucie County, Florida.
Memory
4.1/10Encrypted long-term memory shared across your AI assistants (Claude, ChatGPT, Perplexity).
Booking
4.1/10Ask Riverview Office Cleaning questions and book a free office walkthrough in NE Ohio.
Siigo
4.1/10Catálogo, precios, artículos, compliance y datos de Siigo por país, en vivo para agentes de IA.
Silicon Floor
4.1/10Terminal for AI agents on AI & chip stocks: who owns, buys, sells — every figure from SEC filings.
Sitegoalie
4.1/10Monitor and maintain client WordPress sites: updates, uptime, PHP errors, performance and reports.
Slicktrip
4.1/10Live flight, hotel and seat prices, cheapest-day calendars, and price-drop alerts.
WhatsApp for agents: link a number, list chats, send only after confirm to a real chat.
Traceable
4.1/10Read and draft requirements, controlled documents and trace links in Traceable Docs.
Caly
4.1/10Scheduling: event types, open slots, and booking, rescheduling or cancelling meetings in Caly.
Tubexperto
4.1/10Search and query the transcripts of YouTube expert channels you follow, with cited answers.
Ai Recommendation Check
4.1/10Does ChatGPT recommend a local business? Live AI-engine check plus who gets named instead.
Ship Check
4.1/10Scan a deployed app URL for exposed keys, open Supabase tables and missing security headers.
Hiring Intelligence
4.1/10For employers: how a job posting compares with the market nearby, by competitor; hiring reports.
Start
4.1/10Get your AI an address so other people's AIs, from any company, can reach it. No sign-in.
Wayza
4.1/10Reach other people, and the AIs they use, from any app: message them, ask for a yes, agree a time.
Seating
4.1/10Seat wedding guests at tables with keep-apart rules; returns an editable plan and seat finder.
Public Editor
4.1/10Design a laser engraving for a WELANDA snus case, preview it and hand the user a checkout link.
Checklists
4.1/10Wilderness Times packing checklists, 350+ rated tents and gear buying guides. Free, no signup.
MCP Server
4.1/10Make images, videos and speech: Nano Banana, GPT Image, Seedance, Kling, Wan and Gemini TTS.
Overfit
4.1/10German public tenders (190k+) and procurement-law calculators with legal basis. Free, no sign-up.
Wirstartenki
4.1/10Book a free 15-minute call with Felix Schmidt, AI management consultant for founders and CxOs.
Jp Election Discovery
4.1/10Read-only index to Japanese election data, official sources, relations and scoped search history.
Web
4.1/10Web pages to Markdown, metadata and small crawls for agents. Free daily calls, then USDC x402/MPP.
Agdata
4.1/10Unblocking and fresh web data for agents: URL to Markdown, YouTube, Maps, Amazon, jobs. Pay per call
Agproxy
4.1/10Residential proxy traffic and raw fetch for agents, 190+ countries, sticky sessions. Pay per call.
Agvps
4.1/10Servers for agents, rented by the month: Linux with root and a public IPv4. Pay per call.
Tangent
4.1/10Hand-picked design references, UI patterns and the people behind them, each with why it fits.
Calculators
4.1/10Read-only European tax, salary and benefit calculators with official sources and unknowns.
Dataful
4.1/10Indian government statistics and public data: economy, elections, health, agriculture and more
Applied
4.1/10Business, financial and wellness astrology, written for a use rather than a technique.
Astrology
4.1/10Every AstroWay endpoint as a tool: Western, Vedic, Chinese, Human Design, tarot, reports.
Divination
4.1/10Geomancy, I Ching, runes, Mayan calendar, Kabbalah, palmistry and the esoteric suite.
Docs
4.1/10AstroWay API documentation search and endpoint lookup with credit prices. No API key needed.
Forecast
4.1/10Transits, progressions, directions, returns, cosmobiology and evolutionary technique.
Hellenistic
4.1/10Lots, sect, triplicity rulers, zodiacal releasing, annual profections and horary.
Numerology
4.1/10Pythagorean and Chaldean systems, Kabbalistic numbers, destiny and name analysis.
Tarot
4.1/10Rider-Waite-Smith, Marseille and Lenormand: spreads, draws, card pictures and spread readings.
Vedic
4.1/10Vargas, dashas, panchang, shadbala, yogas, doshas, jaimini and the rest of the Jyotish suite.
Affiliatebase
4.1/10Set up and run a Stripe affiliate program: tracking checks, affiliates, commissions, payouts.
MCP Peppol
4.1/10Validate EU VAT numbers in VIES and check Peppol e-invoicing, with source and date on every fact
Scrapeatlas
4.1/10Unified social scraper MCP — profiles, posts, videos across ~40 platforms via Streamable HTTP.
Youtube Transcript
4.1/10YouTube transcripts with timestamps, title and channel, via residential proxy (no cloud-IP blocks).
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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.