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natural-voice-mcp

MCP server designed to reduce robotic AI output and produce more human-like language.

glama
Updated
Feb 8, 2026

Natural Voice MCP

Make AI-generated text sound like a real person wrote it.

This VS Code extension provides an MCP server that teaches Claude/Antigravity how humans actually write and speak online. It includes detection tools for AI-generated patterns and guides for authentic voice across platforms.

Features

🔧 Tools

  • detect_ai_patterns — Analyze text and get a human-likeness score
  • suggest_improvements — Get specific fixes for unnatural phrasing

📚 Resources

  • AI Tells — Common patterns that reveal AI-generated text
  • Cognitive Posture — Systems for motivation, energy, and persona
  • Conversational Patterns — How humans actually write
  • Twitter Voice — Platform-specific authenticity
  • LinkedIn Voice — Professional but real

Usage

Once installed, the MCP server auto-starts. Use these in your AI prompts:

"Read the ai-tells resource and help me fix this text"
"Use detect_ai_patterns on: [your text]"
"Read the cognitive-posture guide"

Commands

  • Natural Voice: Detect AI Patterns in Selection — Analyze selected text

What It Detects

PatternImpact
"Thrilled to announce"-10 points
"Furthermore/Moreover"-5 points
No contractions-10 points
Em dash overuse (3+)-10 points
Perfect paragraph uniformity-5 points

Score 80+: Sounds human ✓
Score 50-80: Some AI tells present
Score <50: Strong AI indicators

License

MIT

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