📌Overview

Purpose: To refine AI-generated content, making it sound more natural and human-like.

Overview: The AI Humanize MCP Server is a sophisticated Model Context Protocol server that enhances the quality of AI-generated text through advanced detection and improvement tools, ensuring that the output resonates more with human communication styles.

Key Features:

AI Detection: Accurately identifies content generated by AI, helping users distinguish between human and machine-produced text.
Natural Language Enhancement: Transforms robotic and mechanized writing into smooth, natural text that is easier to read and more relatable.
Grammar Perfection: Ensures that the content is free from grammatical errors, improving overall quality and professionalism.
Readability Optimization: Enhances the flow and comprehension of text, making it more engaging for readers.
Length Control: Allows users to adjust the length of the content while preserving its original meaning.
Term Preservation: Maintains the integrity of specific terminology and key phrases that are important to the context of the content.

AI Humanize MCP Server

A powerful Model Context Protocol (MCP) server that helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.

Key Features
Prerequisites
Installation
Usage
- AI Text Detection

✨ Key Features

🤖 AI Detection - Accurately identify AI-generated content
👤 Natural Language Enhancement - Transform robotic text into natural human-like writing
⭐ Grammar Perfection - Ensure flawless grammatical accuracy
📋 Readability Optimization - Improve text flow and comprehension
📏 Length Control - Adjust content length while preserving meaning
⚖️ Term Preservation - Maintain specific terminology and key phrases

Prerequisites

Node version >= 16
Claude Desktop latest version

Installation

By npx

Configure Claude Desktop:
- Open Claude Desktop
- Navigate to Settings → Developer → Edit Config
- Add the following configuration:

{
  "mcpServers": {
    "ai-humanizer": {
      "command": "npx",
      "args": ["-y", "ai-humanizer-mcp-server"]
    }
  }
}

Restart Claude Desktop to apply changes.

By Source Code

Clone this repository
Install dependencies:

npm install

Build the project:

npm run build

Configure Claude Desktop:
- Open Claude Desktop
- Navigate to Settings → Developer → Edit Config
- Add the following configuration (replace <YOUR_PROJECT_PATH> with your project path):

{
  "mcpServers": {
    "ai-humanizer": {
      "command": "node",
      "args": ["<YOUR_PROJECT_PATH>/build/index.js"]
    }
  }
}

Restart Claude Desktop to apply changes.

💡 Usage

AI Text Detection

To check if text is AI-generated, simply ask Claude:

Is this text ai-generated:  In a fast-paced world, where technology is advancing at an exponential rate, it is crucial for businesses to adapt to new trends and keep up with the changing demands of the market.

ai-humanizer-mcp-server