Submission: HumanizerMCP - AI Text Humanization

[zhaohongyuziranerran]

Server Submission

• Name: HumanizerMCP
• Description: Detect and remove 24 AI writing patterns to make text sound natural and human-written. Supports rule-based (fast, zero-cost) and LLM-enhanced (high quality) humanization.
• GitHub: https://github.com/zhaohongyuziranerran/humanizer-mcp
• Remote URL: http://101.32.191.236/humanizer
• Transport: Streamable HTTP (MCP 2025-03-26)

Features

• 24 AI pattern detection (content, language, style, communication, filler)
• 5 MCP tools: detect_ai_patterns, humanize_text, style_transfer, ai_score, batch_humanize
• 7 writing styles: natural, casual, formal, witty, academic, journalistic, poetic
• Dual mode: rule-based (instant) + LLM-enhanced (deep rewrite)
• Built with FastMCP 3.2.4

Tools

Tool	Description
detect_ai_patterns	Detect 24 AI writing patterns with severity levels
humanize_text	Remove AI patterns (rule/llm mode)
style_transfer	Convert text to different writing styles
ai_score	Calculate AI-likeness score (0-100)
batch_humanize	Process up to 10 texts simultaneously

Client Configuration

{
  "mcpServers": {
    "humanizer-mcp": {
      "url": "http://101.32.191.236/humanizer"
    }
  }
}