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chongzixuan-ai

AI Humanizer MCP Server

README.md
# 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.

Powered by [text2go](https://text2go.ai).

---

## Screenshot

![screenshot](./image/screenshot.png)

## ✨ 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
1. Configure Claude Desktop:
   - Open Claude Desktop
   - Navigate to Settings → Developer → Edit Config
   - Add the following configuration:
```json
{
  "mcpServers": {
    "ai-humanizer": {
      "command": "npx",
      "args": ["-y", "ai-humanizer-mcp-server"]
    }
  }
}
```
2. Restart Claude Desktop to apply changes

### By Source Code
1. Clone this repository
2. Install Dependencies
```bash
npm install
```
3. Build the project
```bash
npm run build
```
4. Configure Claude Desktop:
   - Open Claude Desktop
   - Navigate to Settings → Developer → Edit Config
   - Add the following configuration:
```json
{
  "mcpServers": {
    "ai-humanizer": {
      "command": "node",
      "args": ["<YOUR_PROJECT_PATH>/build/index.js"]
    }
  }
}
```
5. Restart Claude Desktop to apply changes


## 💡 Usage

### AI Text Detection

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

```text
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.
```

## Star History

[![Star History Chart](https://api.star-history.com/svg?repos=Text2Go/ai-humanizer-mcp-server&type=Date)](https://star-history.com/#Text2Go/ai-humanizer-mcp-server&Date)

TDQS

C2.5/5.0

Scored across 1 tool

Disambiguation5/5

With only one tool named 'detect', there is no possibility of ambiguity or overlap with other tools. The tool's purpose is singular and clearly defined as detecting AI-generated text and providing a specific URL format.

Naming Consistency5/5

A single tool inherently has perfect naming consistency since there are no other tools to compare against. The name 'detect' follows a clear verb-based pattern appropriate for its function.

Tool Count2/5

One tool is too few for a server named 'AI Humanizer MCP Server', which suggests broader functionality like humanizing or transforming AI text. A single detection tool feels incomplete and under-scoped for the implied domain.

Completeness2/5

The server's name implies capabilities beyond detection, such as humanizing or modifying AI-generated text, but only a detection tool is provided. This creates a significant gap where agents cannot perform the core 'humanizer' function suggested by the server name.

Maintenance

ActivityInactive
ResponsivenessNo issues