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Slop Patterns

by FastDrop

MCP Verified yesterday Registry import free

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

Checks UI code for AI-default design patterns and gives the fix. By Precious Studio. Official MCP Registry: com.sloppatterns/slop-patterns@1.2.1. Remote endpoint: https://sloppatterns.com/mcp

Problem it solves

Discoverable MCP server listed in the official MCP Registry.

How it's different

Remote MCP endpoint ingested from the official registry and probed by FastDrop.

Ingested from the official MCP Registry

FastDrop pulled this entry from the official MCP Registry as com.sloppatterns/slop-patterns and probed the endpoint. The maker did not submit it, so the outbound link is not endorsed and the description is not theirs.

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Tools this endpoint exposes

Read directly from the endpoint on 12 Oct 2026. Not supplied by the maker.

  • 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 104 patterns that have a mechanical tell. Ca

  • 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. "dark mode with no light option" returns A7 Permanent Midnight.

  • report_pattern

    Report an AI design anti-pattern that is NOT yet in the library. Use this when you notice the same design failure repeatedly and a search of the library turns up nothing. Reports are reviewed by a hum

  • why

    Return only the causal explanation for one pattern — which model, tool or template default produces it.

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