Model Context Protocol, an open standard for giving AI tools live context. SlopScrub runs a hosted MCP server your client connects to with a personal token.

Which AI clients work?

Claude, Cursor, Codex, Cline, Windsurf and other MCP-capable tools.

Free to start. The style extractor and clipping are free; paid tiers add more profiles and capacity.

How to give your AI coding assistant your design taste

Stop fighting the generic AI-default look. Collect the styles you like into taste profiles and feed them to Claude, Cursor or Codex over MCP, so everything it builds matches your taste.

The problem

AI codegen tools are trained toward a safe average, so they reach for the same look: a centered hero, a gradient accent word, three icon feature cards. Prompted for "clean and modern", they hand back the exact template everyone else gets.

The idea

Instead of describing taste in words, give your AI real references. Collect sections and styles you like, turn them into named taste profiles, and feed those to your AI over MCP so it builds against them instead of the default.

How to set it up

Install the SlopScrub extension.
Clip elements or whole pages you like into named taste profiles.
Connect your AI client to the hosted MCP endpoint - one copy-paste from your account.
Your AI now reads your profiles and builds against your taste, not the mean.

Try it without installing

Prefer a one-off? The style extractor lets you paste a single URL and copy a redesign prompt for your AI, no account needed.