Slop or Not MCP

Slop or Not exposes text scoring, readability, cleanup and image-scoring tools from its installed Mac application over stdio.

Local serverstdio

What is the Slop or Not MCP Server?

Slop or Not exposes text scoring, readability, cleanup and image-scoring tools from its installed Mac application over stdio.

Inspect writing and images

The Mac application's MCP mode exposes the same Pro tools as its CLI. Text tools return a scoring result, readability information and cleanup output; image tools provide detection and raw scoring. Readability uses language-specific formulas. Text detection is documented for English, so do not interpret every supported readability language as a supported detector language.

Use the app-bundle command

The setup guide requires Slop or Not for Mac, an active Pro account and command-line access. An MCP client can launch the app's slop binary with the mcp argument. The repository's skills and plugin files support this workflow but do not install the Mac application or activate Pro. Using the absolute app-bundle path avoids dependence on a shell shortcut.

Review the output in context

Check server status first, then use a short sample with known formatting. Compare cleanup output with the original and inspect the numeric score scale before displaying percentages. A detector score is an estimate, not proof of who wrote a passage. Use readability and cleanup results to improve clarity while keeping the writer's intended meaning, examples and factual claims intact.

Project documentation

Repository and setup guide

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
slop_statusRead server health and cached Pro status.
detect_textScore text using the application’s detector.
analyze_readabilityCompute language-specific readability.
clean_textClean supported text formatting artifacts.
detect_imageScore an image for generated-image detection.
score_imageReturn the raw image score.

How to install the Slop or Not MCP Server

{
  "mcpServers": {
    "SlopOrNot": {
      "command": "/Applications/Slop Or Not.app/Contents/MacOS/slop",
      "args": [
        "mcp"
      ]
    }
  }
}

Configuration

macOS, the Slop or Not application, active Pro access and command-line access configured in the app.

Example prompts to try

  • “Use Slop Or Not to Languages.”

Frequently asked questions

No. MCP requires the installed Slop or Not Mac application, command-line access and an active Pro account.