# AI Humanizer MCP Server

> Use this tool when you need to refine AI-generated content and make it more engaging and authentic. It detects robotic text and transforms it into natural, human-like writing, improving grammar and readability while preserving key terms. Ideal for applications where AI output needs to be polished for human consumption, such as content creation, chatbots, and language translation.

Canonical page: https://skillsregistry.net/skills/chongzixuan-ai-humanizer-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/chongzixuan-ai-humanizer-mcp-server

## Description

Detects AI-generated content and transforms robotic text into natural, human-like writing while improving grammar, readability, and preserving key terminology.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/czne310pki)
- **Repository:** <https://github.com/chongzixuan-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": "chongzixuan-ai-humanizer-mcp-server"
    }
  }
}
```

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