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.
Knowledge
4.9/10Knowledge Base von designare.at – Michael Kanda, Web & KI aus Wien. Semantische Suche über RAG.
Raven MCP
4.9/10Design intelligence for coding agents: audits, design systems, and a taste profile agents consult.
Flow2
4.9/10Design mobile-first presentations — create, edit, preview, and publish from your AI.
Presentations Ai
4.9/10Presentations.AI MCP server — create designed slide decks from a topic, text, or document.
MCP Server
4.9/10Wet-lab triage for AI binder-design agents. Yeast display, mammalian display, DMS at library scale.
Mu
4.9/10Official AI-native print-on-demand MCP — say it, AI designs it, sell 40+ goods, earn royalties.
Catalog
4.9/10Catalog of certified digital replicas from premium design brands, for any MCP-compatible AI agent.
Designforyou
4.9/10Generate logos, social posts, app screenshots, comic panels & visual-novel assets from prompts.
Goodeye
4.9/10Design, save, and run outcome-aligned AI workflows and verifiers, with reliable image output.
Gemus
4.9/10Node-based AI design workflows on the Gemus canvas: generate images, video, 3D, and PPT.
Studio
4.9/10Design & price modular raised garden beds and walls: exact bill of materials, EUR price + checkout.
Palate
4.9/10The taste layer for AI website builders: real design taste from 270+ deeply-analysed sites.
Forge
4.9/10Design spec + milestones AI coding agents read before building; drift flagged, changes reviewed.
Aihomedesign MCP
4.9/10MCP server to virtually stage, redesign, enhance and declutter real-estate photos.
Imejis
4.9/10Generate on-brand images from your AI agent: design, edit, and render templates over MCP.
Optical Design
4.9/10Optical design, simulation and analysis with GPU-powered ray tracing. Import from Zemax and CAD.
Uproad
4.9/10Share prototypes as private links clients open without an account, attach specs, read comments.
Library
4.9/10Real iOS interaction clips, motion breakdowns, SwiftUI to match. Paid licence required.
Open Ephemeris
4.9/10Sub-arcsecond astrology on NASA JPL DE440: natal, transits, Human Design, Vedic, BaZi.
Tseha
4.9/10Serves your design system and coding standards to coding agents, so they stop guessing.
MCP Server
4.9/10Design custom apparel from chat: AI art on tees and hoodies, then a checkout link to buy.
Portfolio
4.9/10Catalog MCP for kwnva.design case studies, studio profile, and project inquiries.
Shilpi
4.9/10Edit a WordPress site through scoped abilities: pages, templates, design system, SEO, shop.
Guide Registry
4.9/10Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.
Clearly
4.9/10Find and manage Clearly workspace docs, canvases, sheets, decks, projects, boards, and tickets.
Renderball
4.9/10Designed, animated, editable presentations your AI writes on Renderball. No account needed to try.
Design Systems
4.9/10Give your agent a real design system: tokens, measured WCAG contrast, and rules to follow.
MCP Server
4.9/10Design websites, apps and logos with SketchXFlow — and brief its development team.
Betterimage
4.9/10Social cards and OG images from designed templates: card from a URL, presets, meta tags, link checks
Svglab
4.9/10SVG Lab MCP: the Design Engine for AI. App screens, icons, illustrations and charts as SVG.
Newera
4.9/10Design homes with your AI: floor plans, furniture, joinery, lighting and photos, live.
Whoogy MCP
4.9/10Compare Figma designs against live websites and get visual + content QA reports, from inside Claude.
Screenshots
4.9/10App Store and Google Play screenshots MCP: your agent captures the app, you edit and export. Free.
Foundry
4.9/10OODS Foundry is an object-oriented design system that extends the one you already have.
MCP Server
4.9/10Write Polyxd UI documents, check them, and show them as real screens in any design-system pack.
App Store Screenshots
4.9/10AI-designed App Store screenshot sets from your app's screens, uploaded to App Store Connect.
MCP Server
4.9/10AI interior, exterior and landscape design, photoreal rendering, image editing, video and 3D.
Zaps
4.9/10Photos and a brief in, finished social-media designs out. First design free, no account.
MCP Server
4.9/10Software design skills for AI coding agents, inspired by A Philosophy of Software Design.
A Ariff Canvas Instant MCP
4.7/10Manage your Canvas coursework with quick access to courses, assignments, and grades. Track upcomin…
MCP Server
4.7/10The Figma MCP server brings Figma design context directly into your AI workflow.
Lsp
4.7/10Sync Lightroom, Figma, Dropbox & Canva assets to WordPress and Shopify via natural language.
Opendesignguard MCP
4.7/10Paid remote MCP for agent design system guard MCP, structured receipts, audit logs, and reviewer-rea
Studio
4.7/10AI design platform. Create designs, carousels, videos, and campaigns from any AI agent.
Creationloop
4.7/10CreationLoop is your Marketing Agent. Read the overview, offer, and FAQ; apply as a design partner.
Unplain
4.7/10Your assistant writes the ebook or report; Unplain designs it and returns a publish-ready PDF.
Bim
4.7/10Design-review threads, comments, reactions and deployments from Bim. Sign in with Google.
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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.