Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Expert design & marketing MCP: UI/UX, design languages, SEO/GEO, tokens, a11y, recipes.
Analyze .NET solutions: Generate Mermaid graphs, ERDs, class diagrams, and project metrics.
Play with your app's design in the browser: load a build, turn the knobs, export the code.
MCP server exposing the Canvas LMS REST API (1,116 endpoints) for AI assistants.
Routes design tasks to designarena.ai's top-ranked model via OpenRouter across 14 categories.
Generate design systems: OKLCH color palettes, fluid type scales, spacing, shape and icon tokens.
Design-to-code artifact pipeline for UI screenshots, Figma node data, and visual review.
Control Home Assistant lights and scenes. Lights only by design for safety.
Sync Lightroom, Figma, Dropbox & Canva assets to WordPress and Shopify via natural language.
Score any URL against a real design contract — 42 checks, A-F grade, token + motion validation.
Professional furniture design: specs, validation, cut optimization, BOM, and 3D reports.
Validate, query, safely edit, and wireframe MAIAS app-IA documents: cascading renames, atomic edits.
Generate 18 diagram types from structured JSON natively. Built for LLMs and agents.
Mermaid to assets. Source code to maps. MCP for agents.
AI interior design — restyle rooms, place furniture, and virtually stage spaces from a photo.
NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.
Give your AI coding agent an architecture canvas to design and evolve diagrams.
Build real visual systems in TouchDesigner from plain language with Claude, Cursor or Codex.
MCP server for generating diagrams, charts, presentations, and animations for Markdown documentation.
MCP Server for Optics Design System documentation and token usage.
Generate draw.io diagrams and architecture designs from natural language, via the DrawX API.
Electronic component sourcing, BOM management, and PCB design workflows.
Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector.
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.