ai-humanizer

The AI Humanize MCP Server is designed to refine AI-generated text to sound more natural and human-like while preserving meaning, terminology, and key phrases. It includes AI detection to identify AI-generated content, then applies language enhancements to improve readability, grammar, and tone. This server integrates with Claude Desktop via MCP by exposing a simple command entry point that Claude can execute to process text through the AI-humanizer workflow. Use it to sanitize robotic-sounding output, adjust length, and ensure terminology remains consistent across your documents.

To use, configure the MCP entry in Claude Desktop (or your MCP-compatible client) with the ai-humanizer server using the provided npx command. Then send text to the server for processing. The server will analyze the input, detect AI-generated characteristics, and apply enhancements such as natural phrasing, improved readability, and grammar corrections. You can leverage the built-in length control to adjust content length while preserving meaning and the term preservation feature to keep industry terms intact.

Prerequisites:

• Node.js version 16 or higher
• Claude Desktop (latest version) installed

Installation by using npx (recommended):

1. Ensure Claude Desktop is installed and open.
2. In Claude Desktop, go to Settings → Developer → Edit Config.
3. Add the following MCP server configuration:

{
  "mcpServers": {
    "ai-humanizer": {
      "command": "npx",
      "args": ["-y", "ai-humanizer-mcp-server"]
    }
  }
}

4. Restart Claude Desktop to apply changes.

Alternatively, if you prefer running from source:

1. Clone the repository.
2. Install dependencies:

npm install

3. Build the project:

npm run build

4. Configure Claude Desktop with the built server path:

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

5. Restart Claude Desktop to apply changes.

Tips and considerations:

• TheMCP server is designed to work with text transformation workflows; ensure you pass plain text inputs for best results.
• If you encounter any issues with npx resolution, verify your Node.js installation and network access.
• You can adjust configuration via Claude Desktop settings; the server name in config is ai-humanizer.
• This server preserves key terminology; if you require stricter term control, consider adding a glossary or term rules in your workflow.
• The tool includes AI detection capabilities to flag AI-generated text; use this to decide when to apply enhancements.