"Material Design" matching MCP connectors:

Human Design bodygraph, type, authority, profile, gates and channels for AI agents.

Design references for coding agents: real product screens, sections and decoded design tokens.

FTIR spectral search and material identification for AI agents via MCP.

Intelligent product canvas with context and taste — connect your coding agent to iterate on your product's design, from sweeping new flows down to surgical tweaks, and sync it back to your code.

Public agentic AI doctrine tools plus authenticated architecture, design, and spec validators.

Build and manage your design system with AI: tokens, themes, components, icons, Figma and code.

STOP UI SLOP. Free UI check; unlock 800,000+ real screens, design contracts and finish gates.

Read-only MCP over the Mzizi design system registry — nodes, components, ownership.

Meepo MCP Server connects AI agents to a professional design platform. Generate Instagram posts, LinkedIn carousels, TikTok videos, brand assets, and multi-slide campaigns — all through natural language tool calls. What agents can do: Create designs (social media, marketing, brand assets) in any format/ratio Manage multiple brand profiles (colors, fonts, logos, tone of voice) Generate AI videos and UGC-style content Run Campaign AI — one prompt generates 20+ campaign concepts Schedule and auto

InsideOut by Luther Systems — Agentic AI for cloud infrastructure design, setup, pricing, deployment, and active management. Generates Terraform for AWS and GCP. Hosted A2A agent — describe your application in plain language and InsideOut designs, costs, deploys, and manages production-ready cloud infrastructure.

Constitutional AI governance: 11 mega-tools, 13 floors, VAULT999 ledger. Human-in-loop by design.

Give your AI agent design taste. Refero MCP connects your agent to a curated library of real product interfaces and user flows. It studies before it builds — and the output looks designed, not generated. https://refero.design/mcp

Turn any live website into brand colors, fonts, design tokens, SVGs, Lottie and paste-ready code.

AI booth design, image editing, presentation assets, and authorized LEOR project storage.

Design custom star maps and engraved jewellery in chat; checkout finishes on thenightsky.com.

Laioutr is the agentic frontend management platform that combines Studio (visual editor), Frontend (performance layer), Orchestr (backend integrations), and Laioutr Cloud (hosting) into a single platform. Developers no longer need to manually maintain integrations, while marketing and content teams can independently design pages, launch campaigns, and manage content via a unified interface - without requiring an engineering ticket for every adjustment.

AI data-center design engine: size, validate & lay out Rubin-era data centers. Korea live.

Guide user-led frontend design decisions from project brief through implementation review.

Evidence-governed screening of material decisions about physical assets and operational systems.

Hiring, SEC, research papers, GitHub & Hacker News as JSON for AI agents. Pay-per-result on Apify.