# AI Humanizer

> Use this tool when you need to detect AI-generated text and assess content authenticity, as it provides a standardized interface for AI systems to analyze text using multiple detection services like Copyleaks and Hemingway. It solves problems related to content moderation, academic integrity checks, and plagiarism detection by evaluating the likelihood of machine-generated content. The AI Humanizer integrates with AI APIs to output detailed analysis and detection results, making it ideal for applications requiring robust text analysis and reasoning capabilities.

Canonical page: https://skillsregistry.net/skills/text2go-ai-humanizer  
JSON: https://api.skillsregistry.net/v1/skills/text2go-ai-humanizer

## Description

This MCP server, developed by Text2Go, enables AI assistants to detect AI-generated text using multiple detection services. It integrates with the EdgeShop AI API to provide tools for analyzing text using Copyleaks, Hemingway, and other detection algorithms. The server implements robust error handling, input validation, and a standardized interface for AI systems to assess the likelihood of machine-generated content. By connecting AI capabilities with specialized text analysis services, this implementation empowers AI assistants to perform tasks like content authenticity verification, writing style assessment, or plagiarism detection. It is particularly useful for applications requiring content moderation, academic integrity checks, or any scenario where an AI system needs to evaluate and reason about the origin and characteristics of textual content.

## Trust

- **Trust score (0–1):** 0.96
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** productivity
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/text2go-ai-humanizer)
- **Repository:** <https://github.com/text2go/ai-humanizer-mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "text2go-ai-humanizer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/text2go-ai-humanizer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/text2go-ai-humanizer/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt