Slop Patterns
by FastDrop
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.
If this is your server, claim the listing to edit it and take ownership. The registry index lists everything else still awaiting a probe.
Claim this listingTools this endpoint exposes
Read directly from the endpoint on 12 Oct 2026. Not supplied by the maker.
check_designCheck 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_patternsList the whole Slop Patterns taxonomy: code, id, name and one-liner for every documented AI design anti-pattern.
get_patternGet 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.
changelogThe library version, what each release added or changed, and how patterns are versioned. Use it to cite a specific version of Slop Patterns.
search_patternsPlain-language search across the library. "dark mode with no light option" returns A7 Permanent Midnight.
report_patternReport 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
whyReturn only the causal explanation for one pattern — which model, tool or template default produces it.
Is this tool yours?
Claim this listing and we’ll verify ownership before handing it over.
Sign in to claim this listingSimilar launches
Matched on shared tags and the tools their MCP servers actually expose.

Shares tags: MCP server
Shares tags: MCP server
Shares tags: MCP server
Shares tags: MCP server
Shares tags: MCP server
Shares tags: MCP server
Reviews
Sign in to leave a review.
No reviews yet.
Comments
Sign in to join the discussion.
No comments yet - start the discussion.