AI Humanize

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.

javascript

3

GitHub Stars

javascript

Language

6 months ago

First Indexed

2 months ago

Catalog Refreshed

Documentation & install

Readme and setup notes from the catalogue, plus a client-ready config you can copy for your MCP host.

Installation

Add the following to your MCP client configuration file.

Configuration

View docs

AI Humanize MCP Server refines AI-generated content to sound more natural and human-like, offering AI detection, language enhancement, grammar perfection, readability improvements, length control, and term preservation. It helps you transform robotic text into fluent writing while maintaining essential terminology and intent.

How to use

You connect to the AI Humanize MCP Server through an MCP client and send text you want enhanced or analyzed. Use the server to detect AI-generated content, improve style and readability, preserve key terms, and adjust length as needed. Start with a small sample to verify the results, then apply the process to larger texts as you gain confidence.

How to install

Prerequisites you need before installing are Node.js version 16 or newer and Claude Desktop the latest stable release.

# Prerequisites
- node version >= 16
- Claude Desktop latest version
```,

Option 1: Install using npx (cloud-based execution via your terminal)

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"]
    }
  }
}

Restart Claude Desktop to apply changes

## How to install

Option 2: Install from source code (local build)

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:

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

Restart Claude Desktop to apply changes


## Available tools

### AI Detection

Identify whether content was generated by AI and distinguish between human-written and AI-generated text.

### Natural Language Enhancement

Transform robotic or stiff writing into natural, human-like prose while preserving meaning.

### Grammar Perfection

Ensure grammatical accuracy and consistency across the text.

### Readability Optimization

Improve flow, clarity, and overall readability of the content.

### Length Control

Adjust content length without altering the core message or terminology.

### Term Preservation

Maintain specific terminology and key phrases even after rewriting.