chief-editor-mcp

MCP server for the Chief Editor AI slop detector. Analyses text for AI-generated writing patterns and returns three scored dimensions — sloppiness, originality, and hype — with per-pattern annotations.

Tools

analyze_text

Analyse text for AI-generated writing patterns. Returns:

• sloppiness (0–1): structural LLM tells, filler phrases, robotic pacing, punctuation overuse → clean / sloppy / ai_slop
• originality (0–1): cliché density relative to word count → original / bland / generic
• hype (0–1): superlative/intensifier density → grounded / salesy / overblown
• flags: per-pattern detections with positions, matched text, rule IDs, and reasons
• meta: pacing, em-dash density, semicolon density, superlative density, cliché density labels

get_price

Get the cost to analyse a text before paying. Free, no authentication required.

Tier	Words	Price
small	0–100	$0.02
medium	101–500	$0.04
large	501–2000	$0.08

Setup

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "chief-editor": {
      "command": "npx",
      "args": ["-y", "chief-editor-mcp"],
      "env": {
        "CHIEF_EDITOR_API_KEY": "your-api-key"
      }
    }
  }
}

Claude Code

claude mcp add chief-editor -- npx -y chief-editor-mcp

Environment variables

Variable	Default	Description
CHIEF_EDITOR_API_KEY	—	API key (bypasses x402 payment)
CHIEF_EDITOR_URL	https://api.reviewsandnotes.com	API base URL

API

Full OpenAPI spec: https://api.reviewsandnotes.com/openapi.yaml

Machine-readable description: https://api.reviewsandnotes.com/.well-known/llms.txt

License

MIT