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@infracortex/humanizer-mcp

v0.1.0

Published

MCP server — remove AI writing patterns and apply brand voice profiles. Tools: humanize_text, detect_ai_patterns, apply_voice_profile.

Vulnerabilities

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Links

Git

Maintainers

palladistpalladist

Keywords

mcphumanizerai-textbrand-voicetext-processingmodel-context-protocol

Readme

@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.