MCP server

Slop Patterns Official

com.sloppatterns/slop-patterns

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Website Source

At a glance

Type

MCP server

Publisher

sloppatterns.com (verified by the MCP Registry)

Status

Working at last check

Tools

7

Token cost

About 860 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.slop-patterns]
url = "https://sloppatterns.com/mcp"

Gemini CLI

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

Cursor

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

VS Code

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

Antigravity

agy mcp add slop-patterns https://sloppatterns.com/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"slop-patterns","server_url":"https://sloppatterns.com/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"slop-patterns","server_url":"https://sloppatterns.com/mcp"}

Tools

• changelog ~65 tokens
  The library version, what each release added or changed, and how patterns are versioned. Use it to cite a specific version of Slop Patterns.
• check_design ~218 tokens
  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.
• get_pattern ~83 tokens
  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.
• list_patterns ~84 tokens
  List the whole Slop Patterns taxonomy: code, id, name and one-liner for every documented AI design anti-pattern.
• report_pattern ~278 tokens
  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.
• search_patterns ~68 tokens
  Plain-language search across the library. "gradient headline" returns A10 Gradient Text Headline.
• why ~64 tokens
  Return only the causal explanation for one pattern — which model, tool or template default produces it.

Related MCP servers

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• Designers
  Checks, prompts and skills for designers working with AI: contrast, a11y, heuristics, critique.
• DraftCheck AI-writing linter
  DraftCheck: flags AI-writing patterns in prose with fix hints. Deterministic linter, not a detector.
• Shruti Kaushik: Founder GTM Research
  Founder go-to-market guides, direct answers and sourced LinkedIn, Reddit and AI search statistics.
• Slopcheck
  Score a YouTube channel's upload pattern against YouTube's inauthentic-content policy.
• Agentdevx
  Give your AI hands. Identity, credential vault, and API gateway for autonomous agents.
• Design Check
  Scores whether a page reads as AI-generated and names the tells to fix.

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