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.
MCP Server
4.1/10Create designed PowerPoint presentations from a topic, text, or a PDF, DOCX, PPTX or TXT file.
Studiohaus
4.1/10Read-only MCP server for interior design studios: projects, overviews, weekly activity. No writes.
Agents
4.1/10Request quotes for video, shooting, social media, ad media, design, web and events in Japan.
Goce Petrov
4.1/10Goce Petrov, senior brand designer for tech and AI startups: ask his agent or send him a brief.
Prints
4.1/10Order photo prints, canvas, T-shirts and mugs from photos, made by a lab and posted in the US.
Arbo
4.1/10Site structure for client redesigns. Page tree with URL, keyword, status and redirect plan export.
Meniscus
4.1/10Liquid glass design system for AI agents: specs, recipes and reference renders for every platform.
Klox
4.1/10Build and edit AI videos on Klox canvases: script, storyboard, shots and final cut.
Screenrove
4.1/10Real product UI captures (onboarding, pricing, in-app screens) with design guides for coding agents.
Revamp
4.1/10Create or redesign websites and build web apps by chatting. Preview, refine, and publish in Revamp.
Ai Website Builder
4.1/10AI website & landing page builder: animated site in an 8B design, preview, edits, HTML download
Proteiniq
4.1/10Run protein folding, docking, design and sequence analysis tools, and read their results.
Partforge
4.1/10Design 3D-printable parts by chatting: create, edit, render and publish parametric forges.
Provel
4.1/10Senior design & engineering studio for AI and Web3. Free quotes, website audits and NDAs.
Taste
4.1/10Turn the reference images you collect into a written design taste your assistant can follow.
Store
4.1/10Developer kits and design packs for AI agents, paid in USDC over x402. Free API readiness check.
Site
4.1/10Cheap small business web design: the site's own MCP server — enquiry (enquiry = a human handoff,...
Site
4.1/10Website designers for small business: the site's own MCP server — enquiry (enquiry = a human...
Site
4.1/10Web design Guildford: the site's own MCP server — enquiry (enquiry = a human handoff, not a...
Site
4.1/10Web design Woking: the site's own MCP server — enquiry (enquiry = a human handoff, not a...
Site
4.1/10Web design Basingstoke: the site's own MCP server — enquiry (enquiry = a human handoff, not a...
Site
4.1/10Web design Cheltenham: the site's own MCP server — enquiry (enquiry = a human handoff, not a...
Site
4.1/10Web design Poole: the site's own MCP server — enquiry (enquiry = a human handoff, not a...
Site
4.1/10Web design Suffolk: the site's own MCP server — enquiry (enquiry = a human handoff, not a...
Site
4.1/10Web design Sussex: the site's own MCP server — enquiry (enquiry = a human handoff, not a...
Cards
4.1/10Printed greeting cards: find designs with your message inside, then order on our site.
Metodic
4.1/10Design workshops from chat: 750+ facilitation methods, timed agendas, worksheets, slide decks.
Public Editor
4.1/10Design a laser engraving for a WELANDA snus case, preview it and hand the user a checkout link.
Astrology
4.1/10Every AstroWay endpoint as a tool: Western, Vedic, Chinese, Human Design, tarot, reports.
Furniture
4.1/10Design a custom kitchen or wardrobe in Ukraine: brief checks, real decors, sketches.
Advisoriq
4.1/10CE rules for US advisors by designation and state, plus independent wealth RIA data, with sources.
Open Line
4.1/10Talk to cycling brand Corbah, get team kit quotes, commission designs, browse the catalog.
Tools
4.1/10Design timing pulleys, check them against belt standards, export STL, STEP, DXF or SVG.
Coolours
4.1/10Turn AI-designed colour palettes into Coolours links, with colour names, CSS and contrast checks
Mapposter
4.1/10Design map posters of any place in 50+ styles, with names, dates and markers, and order prints.
Canvas
4.1/10Manage courses, submissions, grades, and student data in Canvas LMS
MCP Server
4.1/10Generate a design system from a brief, then verify your AI stays on it.
MCP Server
3.9/10Provides UX capabilities to enhance the design output and understanding of AI systems.
Design Engine
3.9/10AI data-center design engine: size, validate & lay out Rubin-era data centers. Korea live.
MCP Server
3.9/10MCP server for managing FormDesigner forms, fields, logic rules, themes, and entries
Flowgraf
3.9/10Create and edit architecture diagrams from your AI agent; get an SVG and a live editable canvas.
Ufp
3.9/10Turn designs into shipped parts: quote 3D printing, CNC, and decals, then check out.
Heliciel
3.9/10Real BEM engineering for propellers, wings and turbines — design, optimize, visualize, export.
Alchemite MCP
3.9/10Design experiments and make predictions for materials & chemicals properties in your local agent
Layoutbridge Spm
3.9/10layoutbridge-spm – MCP server for Adobe® InDesign®: pages, frames, text, styles, tables, export
Dcykjz
3.7/10Open Design MCP capability governed by DigitalPipe.
Lemonvite
3.7/10Create, design and send event invitations, manage guest lists, and track RSVPs.
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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.