Detects and removes 24 AI writing patterns to produce naturally human text. Rule-based (free) + LLM-enhanced modes.
ai-humanization
text-processing
ai-detection
+6
|Humanizer MCP Server
Detects and removes 24 specific AI writing patterns from text to produce output that reads as naturally human-written.
Features
- 24 AI Pattern Detection: Identifies em-dash overuse, hedge words, AI vocabulary, inflated symbolism, and more
- Dual Mode: Rule-based (fast, zero cost) + LLM-enhanced (higher quality)
- Scoring System: 0-100 humanization score with detailed breakdown
- Batch Processing: Process multiple texts at once
- Style Transfer: Convert AI text to specific writing styles
Tools
- detect_ai_patterns - Detect all AI writing patterns in text
- humanize_text - Remove AI patterns and make text sound natural
- get_humanization_score - Score text on 0-100 human scale
- batch_humanize - Process multiple texts at once
- list_ai_patterns - List all 24 detectable AI patterns
Use Cases
- Content creators making AI text undetectable
- Bloggers and copywriters
- Automated content pipelines
- Academic writing assistance
Setup
{
"mcpServers": {
"humanizer": {
"url": "https://humanizer-mcp.mcpize.run/mcp"
}
}
}
Or REST endpoint: https://111.229.32.174/humanizer-api/