MCP server

Design Critique MCP: Score a Screenshot for Color, Layout and Type

Design Critique MCP takes a base64 image of a design and returns 0 to 100 scores for layout, hierarchy, readability and accessibility, plus color analysis.

Run
git clone https://github.com/haasonsaas/design-critique-mcp.git && cd design-critique-mcp && npm install && npm run build
View on GitHub

Stars, license and last push from GitHub. Install count as reported by the open skills directory.

What is Design Critique MCP?

Design Critique MCP is a Node server with 6 tools that analyse a design image. You pass base64 image data, and it returns 0 to 100 scores for layout, hierarchy, readability and accessibility, plus color harmony analysis and recommendations. A separate tool checks the contrast ratio of two hex colors.

This server gives an AI agent eyes for finished visuals. Every image tool takes image_data, a base64 string, and answers with numbers and recommendations rather than prose.

It does not read code or Figma files. The input is a picture, which makes it useful for screenshots, exported frames and print layouts alike.

The four lenses

ToolLooks atReturns
analyze_layoutCompositionLayout score, balance, grid alignment, hierarchy, white space
analyze_color_schemePaletteDominant colors with hex codes, harmony, contrast issues
analyze_typographyTypeFont count, hierarchy and readability scores
analyze_accessibilityWCAGAccessibility score, contrast checks, color blindness simulation

The fifth tool, critique_design, runs all four lenses and returns an overall score from 0 to 100. It accepts a design type of web, mobile, print or general, plus an optional audience and brand colors and fonts.

Limits to plan around

  • Images must be PNG, JPEG or WebP, with a 10MB ceiling. The recommended resolution for web designs is 1920 by 1080.
  • The README quotes an average of 2 to 5 seconds per image.
  • Native canvas dependencies must build. On macOS you may need the Cairo library, and on Linux some system packages.
  • Scores come from image analysis, so they suit a first pass before human review.

Who it suits

Best for

  • Pre-launch checks of a design image against brand colors and fonts.
  • Quick contrast checks between two hex values without opening a design tool.
  • Teams that also use a design critique skill and want measurable scores.

Not for

  • Auditing live CSS or components. This server reads images, not code. See also a color skill.
  • Teams wanting hosted install. The README only documents a local build.

Use it with UiChemy

Design Critique MCP judges an image, so it fits a review step before conversion. Check the Figma export here, fix the palette, then bring the design into WordPress through UiChemy. Click Get Started on uichemy.com when it is ready.