@infracortex/humanizer-mcp

@infracortex/humanizer-mcp

MCP (Model Context Protocol) server that removes AI writing patterns and applies brand voice profiles. Built by Infracortex AI Studio.

Tools

humanize_text

Rewrites text to sound authentically human. Calls Claude Haiku, removes 37 AI patterns (transitional phrases, passive hedges, uniform sentence length), injects burstiness.

detect_ai_patterns

Scans text for AI-generation signals. Returns:

• pattern_count — number of detected AI patterns
• avg_sentence_length — word count per sentence (target: 8-12)
• burstiness_score — sentence length variance (higher = more human)
• assessment — CLEAN | MILD | HIGH_AI_SIGNAL

apply_voice_profile

Applies one of 5 brand voice profiles: professional, casual, technical, warm, blunt. Includes 3 pre-configured Infracortex client profiles (KOLEO, Atmiora, Infracortex).

Installation

npx @infracortex/humanizer-mcp

Claude Desktop integration

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "humanizer": {
      "command": "npx",
      "args": ["-y", "@infracortex/humanizer-mcp"],
      "env": {
        "ANTHROPIC_API_KEY": "sk-ant-..."
      }
    }
  }
}

Requirements

• Node.js >= 18
• Anthropic API key (set via ANTHROPIC_API_KEY env var)

License

MIT

About

Part of the Cortex governance ecosystem — constitutional AI control plane with multi-model consensus, skill permission gating, and versioned context contracts.