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.
Events
4.1/10Search live events in the UAE: dates, venues, ticket tiers, prices and help articles.
Clips
4.1/10Turn a video link into vertical short clips with subtitles: create jobs, poll, get downloads.
Feedmycart
4.1/10Shared grocery and shopping list with pantry and weekly supermarket deals in 15 countries.
Ringguard
4.1/10Missed-call cost, AI receptionist pricing and free trial signup; CRM tools for RingGuard sales reps
Property Data
4.1/10NYC and US property records: owners, LLC officers, mortgages, pre-foreclosures and investors.
Human Relay
4.1/10Spanish human assistance: phone tasks, offer sourcing, app tests. Catalog and quote drafts only.
Ai Ventures
4.1/10Human reviews, durable callback inboxes, and shared task leases for independent agents.
Prices
4.1/10Israeli supermarket prices: search, per-chain prices, cheapest stores, baskets. Free API key.
Gonogo
4.1/10Pressure-test a startup idea in a live voice interview with an AI mentor; get a GO/NO-GO verdict.
Episodes
4.1/10Lookups over an unofficial Family Guy database: episodes, seasons, characters, cast, crew and facts.
Bronla
4.1/10Search and book dachas, villas, cottages and hotels in Uzbekistan, with prices in UZS.
Liberty Win
4.1/10Free speech forum for life, liberty, and property. Read, post, and vote on news that moves people.
Forward Deployed
4.1/10Research, strategy, financial models and decks, priced and approved per job, in your AI assistant
Dubai Gardening
4.1/10What to plant in Dubai, indoor plants, plant care in the heat, garden styles and Garden Care prices.
Myporta
4.1/10Find UK homes for sale and to rent, matched to your wishes, with nearby schools and area guides.
Numonic
4.1/10Search, organize, and publish AI-generated images and video with provenance and lineage.
Autonomy Index
4.1/10Play full games in shared worlds (Isle of Tides, NetHack) and read their public record.
Emma For Agents
4.1/10Emma builds and edits a website for your AI agent: one create_site call, live in about a minute.
Zerowidth
4.1/10Search, write and run work across Compass, Workbench, Caliper, Ledger, Prism and Napkin.
Moonlauncher
4.1/10Prepare pump.fun token launches from your AI agent. You review and sign each one in your own wallet.
Propertypixel
4.1/10Enhance, virtually stage and turn real estate listing photos into video with AI.
Yutai MCP
4.1/10Japanese shareholder benefits search, cross-trading cost estimates, and trading date calculations.
Camping
4.1/10Availability, prices and voice-ready reservation for the event campsite at the Red Bull Ring.
Catalogo
4.1/10Catálogo de brindes personalizados do Brasil: busca, cores, gravação e preço por quantidade.
MCP Server
4.1/10Work orders, PM schedules, assets, capital plans and infrastructure in AssetLab CMMS/EAM.
MCP Server
4.1/10News releases, company pages and investor calls of public companies, strongest on TSXV, CSE, TSX.
Site
4.1/10Search and read Accent's public website: cloud phone, contact center, pricing, support guides.
Bitsound
4.1/10Search the Bitsound music store, manage collection and playlists, edit your releases as an artist.
Tools
4.1/10Design timing pulleys, check them against belt standards, export STL, STEP, DXF or SVG.
MCP Server
4.1/10Train, test, install and review a website AI agent (CAAC Go) from any MCP client.
Ai Catalog
4.1/10Check if a product feed is ready for AI shopping (ChatGPT, Gemini, AI Mode): score, gaps, fixes.
News
4.1/10Latest crypto news, stories and articles from Cryptowisser, with news cards linking to full stories.
Rhymes
4.1/10Multisyllabic, vowel and classic rhymes plus rhyming lines in 56 languages for lyrics and poems.
Endurancewire
4.1/10Endurance gear release dates, launch prices, generation comparisons, rumors and launch predictions.
MCP Server
4.1/10eSignatures.com: full control of contract content. Read, rewrite, send and track agreements.
Network
4.1/10Find source-grounded task experience, ask public questions, and report attempted reuse.
MCP Server
4.1/10Disposable email addresses for tests and agents: register, wait for mail, extract codes and links.
Practice
4.1/10Counselors, services, offices, fees, and intake at Foundations Counseling, Northern Colorado.
Clerion
4.1/10Your website analytics as read-only tools: traffic, pages, errors, speed and AI-assistant visits.
Intelligence
4.1/10Business logic of your product for AI agents: rules, customer paths and what a change reaches
Vibe
4.1/10Your coding agent asks the business logic of your repository and checks commits before they land
Happyscribe
4.1/10Search, read, analyze and create HappyScribe transcripts and meeting notes from any MCP client
Tools
4.1/10Paid tools for AI agents over x402: privacy scan, payment-address check, locks, seller marketplace
Yakki Check
4.1/10Checks Japanese cosmetics/health ad copy and affiliate articles for 薬機法 risk. No key needed.
Archive
4.1/10License-checked research archive and technical-spec search for AI agents. Pay per call via x402.
Olia
4.1/10Practice management for French law firms: matters, time entries and invoices from your AI agent.
MCP Server
4.1/10Business software by trade for US small service businesses, with prices verified at the source.
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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.