# AI Humanizer MCP Server

> Use this tool when you need to refine AI-generated content to sound more natural and human-like, solving problems of robotic or unnatural tone in automated outputs. It takes AI-generated text as input and produces enhanced, humanized content as output, making it ideal for applications where engaging and authentic language is crucial. This tool is particularly useful in content creation, language translation, and chatbot development contexts.

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

## Description

Helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.

## Trust

- **Trust score (0–1):** 0.96
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/gjwdkla6m3)
- **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-mcp-server"
    }
  }
}
```

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

---
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