Slop Patterns
mcp remote · streamable-http · v1.2.1 · source: crawl
https://sloppatterns.com/mcp
https://github.com/pavithralamahewa/slop-patterns
Checks UI code for AI-default design patterns and gives the fix. By Precious Studio.
Works
100
Verified Oct 31, 2026 · p50 543 ms · p95 1051 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'slop-patterns' |
| tools_listed | 15 | pass | 7 tools |
| schema_complete | 15 | pass | 7 of 7 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 543 ms |
| latency_p95 | 5 | pass | p95 1051 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (7)
| Name | Description | Schema |
|---|---|---|
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. | typed |
search_patterns | Plain-language search across the library. "gradient headline" returns A10 Gradient Text Headline. | typed |
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 mechanic | typed |
list_patterns | List the whole Slop Patterns taxonomy: code, id, name and one-liner for every documented AI design anti-pattern. | typed |
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. | typed |
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 pub | typed |
why | Return only the causal explanation for one pattern — which model, tool or template default produces it. | typed |
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