Deterministic repo architecture maps: auth coverage, blast radius, readiness score, diagrams.
Generate tailored, ATS-optimized resume PDFs and cover letters from a job description, over MCP.
Validate design tokens for accessibility, scales, and design-system constraint consistency.
Read and edit a live local-first PowerScroll visual notebook.
Statically audits MCP tool surfaces for token cost, schema quality, and design issues.
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Cursor.
Chalk's bundled MCP server for drawing diagrams on macOS via Claude, Cursor, VS Code.
Design 3D logos and coins, manage projects, and generate 3D models from images on 3dlogo.io.
Redesign interiors and exteriors instantly using AI. Turn sketches into realistic home designs.
DocDiagram MCP server - embedded diagrams in MDX docs.
Flowpack: Shopify design catalog — badge/button/bar looks, honest-urgency presets, diagnosis.
JPL-referenced Human Design charts for AI agents: bodygraph, transit, composite, Penta, DreamRave.
Search curated design styles, real product screens, and user flows for evidence-based design work.
AI presentation and report generation: slides, diagrams, PPTX export, live preview MCP App.
Evaluates UI designs for WCAG accessibility issues automated scanners miss. Paid via x402 on Base.
MCP server exposing the Alibre Design CAD API: parts, sketches, features, parameters.
AI-powered diagrams, mind maps, flowcharts on a free unlimited collaborative whiteboard.
Search 286 episodes of product management wisdom from top leaders at Figma, Airbnb, Linear.
Open Design MCP capability governed by DigitalPipe.
Collaborative whiteboard MCP server — create objects, connectors, C4 diagrams, and manage boards.
MCP server for managing FormDesigner forms, fields, logic rules, themes, and entries.
Generate branded images at scale: design templates and render them to PNGs by prompt.
Frontier-design reference: file formats, converters, definitions, sensors, companies, design jobs.
Approval Studio is an online proofing software for creative teams and everyone working with designs.
About Design MCP servers
Design servers bridge the gap between a model that can describe an interface and the tools where it gets built. Figma and Canva servers let an agent read layers, styles and components, export assets and sometimes create frames; image generation servers produce illustrations, icons and mockups; others handle colour, typography, SVG manipulation and screenshot comparison.
Reading a design file is usually safe; generating or modifying one costs credits or overwrites work, so check what each tool does before enabling write access. For design-to-code workflows, pair a design server with a development server so the agent can read the Figma frame and write the component in the same session.