Slop Patterns

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

• Connection: Runs in the cloud
• Transport: Streamable HTTP
• Category: Design, images & audio

Install

Pick the AI app you use, then copy the settings.

You need

• Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

https://sloppatterns.com/mcp

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

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

{
  "servers": {
    "slop-patterns": {
      "type": "http",
      "url": "https://sloppatterns.com/mcp"
    }
  }
}

https://sloppatterns.com/mcp

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Connect over the internet in

ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast

All apps, with pros and cons →

What it can do

Tool names and descriptions exactly as the server reported them on Nov 10, 2026. The maker wrote them, not us; we show them as plain text.

• 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.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 11, 2026

• ✓ Pass

  Maker matches the repo

  The registry name was verified against the domain sloppatterns.com (the registry checks domain ownership)

• ✓ Pass

  Still maintained

  Code last changed yesterday

• … Not checked yet

  Has a licence

  We have not read this repo from GitHub yet

• ✓ Pass

  Endpoint responds

  Responded in 211 ms (HTTP 200)

• – Not applicable

  Sign-in with OAuth

  No sign-in needed

• ✓ Pass

  No hidden instructions in tool descriptions

  Read 7 tool descriptions and found no hidden instructions to the AI

Compared with others in Design, images & audioi

• More stars than 86% of the other 2886 servers in this category
• Published to the registry more recently than 49% of the other 2886 servers in this category
• Basic checks equal to or better than 100% of the other 2886 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

README from the maker

  /plugin marketplace add pavithralamahewa/slop-patterns

- **Any MCP client:** `npx add-mcp https://sloppatterns.com/mcp`, or add an HTTP server with that URL. It is in the official MCP Registry as `com.sloppatterns/slop-patterns`.