AI Humanizer MCP Server
The AI Humanize MCP Server is a powerful model context protocol server that can optimize AI-generated content to be more natural and user-friendly. It has functions such as AI detection, natural language enhancement, grammar correction, and readability optimization, helping users improve text quality.
rating : 2.5 points
downloads : 23
What is the AI Humanize MCP Server?
This is an intelligent text processing service based on the Model Context Protocol, specifically designed to identify AI-generated content and convert it into more natural human language expressions. By integrating with Claude Desktop, it provides users with a smooth text optimization experience.How to use this service?
Simply install and configure it in Claude Desktop, and then you can use the AI detection and text optimization functions through natural language instructions. It supports both quick installation via npx and source code compilation.Applicable scenarios
It is suitable for scenarios where AI-generated content needs to be converted into natural text, such as content creation, business copywriting, academic writing, and other occasions where AI traces need to be avoided.Main features
AI content detectionAccurately identify whether the text is generated by AI, helping users distinguish the content source
Natural language enhancementConvert mechanical AI text into fluent and natural human expressions
Grammar correctionAutomatically correct grammar errors to ensure text normativity
Readability optimizationAdjust the text structure and word choice to improve reading fluency
Length controlIntelligently adjust the text length without changing the original meaning
Term preservationAutomatically preserve professional terms and keywords during the optimization process
Advantages and limitations
Advantages
Seamlessly integrate with the Claude Desktop workflow
Support multiple text optimization dimensions
Simple and fast installation and configuration
Improve text naturalness while maintaining the original meaning
Limitations
Dependent on the Claude Desktop environment
Limited optimization for highly professional field terms
Long text processing may take longer
How to use
Environment preparation
Ensure that Node.js (version ≥16) and the latest version of Claude Desktop are installed
Quick installation (npx method)
Quickly install and configure the service through the npx command
Source code installation (optional)
Manually build and configure after cloning the repository
Restart the application
Restart Claude Desktop after configuration to make the changes take effect
Usage examples
AI content detectionDetermine whether a piece of text is generated by AI
Text humanizationConvert the rigid text generated by AI into natural language
Frequently Asked Questions
Do I need programming knowledge to use it?
Which languages are supported?
Is there a limit to the length of the processed text?
Related resources
Project homepage
The official website of the developer Text2Go
GitHub repository
Project source code and update log
Claude Desktop
Required operating environment
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