Design

Run a custom-merch store from an agent: design, build products, list on every channel, fulfill.

Design quality gate for AI-generated UI: score any URL on 45 deterministic checks, A–F grade.

The design system your coding agents check before they ship: tokens plus exact UI fixes.

Generate image thumbnails, resize, convert and compress photos from your AI chat. Local files.

The daily Bing wallpaper image and its metadata. No key required.

MR/PR risk audit MCP server: semantic diff + rule engine, strict read-only. Run as image or pip.

Image understanding for AI agents — analyze and describe any image via the three.ws pipeline.

The image pipeline for agents: presets, assets and jobs. Answers with asset ids and stable URLs.

Mzizi design system MCP: components, tokens, skills and docs. Free; sign-in only for Fundi.

MCP server that lets image-only models look at video: timecoded frames, measurable properties.

Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back

Polished system design diagrams (SVG/PNG) from a tiny YAML spec, ~18x fewer tokens than raw SVG.

Write, check and render comic panels as SVG: a deterministic compiler, no image model.

Mlola UI components, tokens and design rules for coding agents, with a markup checker

Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram files.

Design experiments and make predictions for materials & chemicals properties in your local agent

Industrial AI-readiness diagnostics, UNS design, and UNS agents for MCP clients.

Renders MusicXML scores to PDF, PNG or SVG

Country flag image URLs and codes. No key required.

AI-editable diagrams as code: draw from YAML, propose diffs a human applies, export SVG/Mermaid.

Design skills, design systems and artifact tools: landing pages, decks, prototypes, posters, more.

Design HTML email templates with AI: render to HTML and open them in a visual editor

Textile design AI: print-ready upscaling, seamless repeats, colourways, screen separation.

Design, fill with real store data, render and publish Store Builder pages from an AI agent.