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Slop Patterns

com.sloppatterns/slop-patterns · v1.2.1

Measured by MCP Station

Description written by the publisher, not verified

Checks UI code for AI-default design patterns and gives the fix. By Precious Studio.

Connect

claude mcp add --transport http slop-patterns https://sloppatterns.com/mcp

{
  "mcpServers": {
    "slop-patterns": {
      "url": "https://sloppatterns.com/mcp"
    }
  }
}

Tools as reported by the server

• check_design
  Check a snippet of CSS, HTML or JSX against the Slop Patterns library and return every AI design anti-pattern it matches, with the fix for each. Covers the 101 documented patterns that have a mechanical tell. Useful for reviewing generated UI code.
• list_patterns
  List the whole Slop Patterns taxonomy: code, id, name and one-liner for every documented AI design anti-pattern.
• get_pattern
  Get one full pattern entry by id or code (e.g. "a1" or "the-unchosen-gradient"): what it looks like, why the tools produce it, who it hurts, the fix, sources.
• changelog
  The library version, what each release added or changed, and how patterns are versioned. Use it to cite a specific version of Slop Patterns.
• search_patterns
  Plain-language search across the library. "gradient headline" returns A10 Gradient Text Headline.
• report_pattern
  Report an AI design anti-pattern that is NOT yet in the library, for a design failure seen repeatedly that a search of the library does not find. Reports are reviewed by a human before anything is published, and published entries credit the reporter.
• why
  Return only the causal explanation for one pattern — which model, tool or template default produces it.

Repository · Website · JSON · Text for agents · Registry updated 2026-10-12