The AI Humanizer MCP Server refines AI-generated content to make it sound more natural and human-like. It offers:
AI Text Detection: Identifies AI-generated content using tools like COPYLEAKS and HEMINGWAY
Natural Language Enhancement: Transforms robotic text into human-like writing
Grammar Perfection: Ensures grammatical accuracy
Readability Optimization: Improves text flow and comprehension
Length Control: Adjusts content length while preserving meaning
Term Preservation: Maintains specific terminology and key phrases
Results Sharing: Generates URLs to view task details and results on text2go.ai
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@AI Humanizer MCP Servermake this sound more human: The implementation of the new protocol will commence on Monday."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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.
Table of Contents
Screenshot

Related MCP server: Resemble AI Voice Generation MCP Server
✨ 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 installBuild the project
npm run buildConfigure 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
💡 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.Star History
Appeared in Searches
- A server for finding information about 'potenziati' (enhanced/boosted items or concepts in Italian)
- Search for 'Potenziati' (Enhanced/Boosted items or concepts in Italian)
- A content research and creation service for article writing with SEO optimization
- A server for finding slide presentations
- Methods for Acquiring Basic Skills or Abilities