docsor1212/aesthete-agent
by Various
Mechanically validated frontend aesthetics for AI agents: 89-palette evidence library, OKLCH generation, WCAG/APCA contrast, color-blind-safe data colors, AI-slop detection, theme
MCP
docsor1212/aesthete-agent
Added 18 Oct 2026
Overview
Aesthete Agent is a Python-based skill and MCP server that gives AI agents mechanically validated frontend aesthetics. It provides an 89-palette evidence library, OKLCH color generation, WCAG/APCA contrast checks, color-blind-safe data colors, AI-slop detection, theme packs, and W3C design tokens.
Best for
Best for
AI agents that need to produce accessible, non-generic frontend designs
Use cases
- Generate accessible color palettes for UI components
- Validate contrast ratios against WCAG/APCA standards
- Apply W3C design tokens to theme packs
Notes
0 stars on GitHub. Last updated 2026-10-17. Licensed MIT.
Pros
- Evidence-based palette library with 89 palettes
- Built-in accessibility checks for contrast and color blindness
- Includes AI-slop detection to avoid generic visual patterns
Cons
- Zero stars suggests limited community validation
- Python-only implementation may not fit all stacks
- Requires MCP server setup for integration
Pairs with
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