ai-humanizer-mcp-server

MCP.Pizza Chef: Text2Go

The ai-humanizer-mcp-server is a robust Model Context Protocol server designed to transform AI-generated content into natural, human-like language. It features advanced AI detection to accurately identify machine-generated text and applies sophisticated text enhancement techniques to improve grammar, readability, and flow. The server also offers length control and term preservation to maintain key terminology while optimizing content for clarity and engagement. Powered by text2go, this MCP server is ideal for developers seeking to humanize AI outputs, ensuring content sounds authentic and polished.

Use This MCP server To

Detect AI-generated content in text Enhance AI text to sound more natural Correct grammar in AI-generated writing Optimize readability of machine-generated text Control length of AI-generated content Preserve key terms during text enhancement

README

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

  1. Key Features
  2. Screenshot
  3. Prerequisites
  4. Installation
  5. Usage

Screenshot

screenshot

✨ Key Features

  • πŸ€– AI Detection - Accurately identify AI-generated content
  • πŸ‘€ Natural Language Enhancement - Transform robotic text into natural human-like writing
  • ⭐ Grammar Perfection - Ensure flawless grammatical accuracy
  • πŸ“‹ Readability Optimization - Improve text flow and comprehension
  • πŸ“ Length Control - Adjust content length while preserving meaning
  • βš–οΈ 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 β†’ Developer β†’ Edit Config
    • Add the following configuration:
{
  "mcpServers": {
    "ai-humanizer": {
      "command": "npx",
      "args": ["-y", "ai-humanizer-mcp-server"]
    }
  }
}
  1. Restart Claude Desktop to apply changes

By Source Code

  1. Clone this repository
  2. Install Dependencies
npm install
  1. Build the project
npm run build
  1. Configure Claude Desktop:
    • Open Claude Desktop
    • Navigate to Settings β†’ Developer β†’ Edit Config
    • Add the following configuration:
{
  "mcpServers": {
    "ai-humanizer": {
      "command": "node",
      "args": ["<YOUR_PROJECT_PATH>/build/index.js"]
    }
  }
}
  1. Restart Claude Desktop to apply changes

πŸ’‘ 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

Star History Chart

ai-humanizer-mcp-server FAQ

How do I install the ai-humanizer-mcp-server?
Follow the installation instructions in the GitHub README, which include prerequisites and setup steps for a smooth deployment.
Can the server preserve specific terminology during text enhancement?
Yes, it maintains key terms and specific vocabulary to ensure important content is not altered.
Does the ai-humanizer-mcp-server support length adjustment of text?
Yes, it can control and adjust the length of the content while preserving the original meaning.
What AI detection capabilities does this server provide?
It accurately identifies AI-generated content using advanced detection algorithms to distinguish machine-written text.
Is the ai-humanizer-mcp-server compatible with multiple LLM providers?
Yes, it is designed to work with various LLMs including OpenAI, Claude, and Gemini by refining their generated outputs.
How does the server improve readability?
It optimizes text flow and comprehension by enhancing sentence structure and clarity.
Can this server fix grammatical errors in AI-generated text?
Yes, it ensures flawless grammatical accuracy as part of its text enhancement features.
What is required to use the ai-humanizer-mcp-server?
Basic prerequisites include a compatible environment as detailed in the README, and integration with your MCP client setup.