AI HumanizerSAFE
A powerful Model Context Protocol (MCP) server that helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.
Overview
From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.
A powerful Model Context Protocol (MCP) server that helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.
Powered by text2go.
Table of Contents
- Key Features
- Screenshot
- Prerequisites
- Installation
- Usage
- AI Text Detection
Screenshot
✨ Key Features
- 🤖 AI Detection - Accurately identify AI-generated content
- 👤 Natural Language Enhancement - Transform robotic text into natural human-like writing
- ⭐ Grammar Perfection - Ensure flawless grammatical accuracy
- 📋 Readability Optimization - Improve text flow and comprehension
- 📏 Length Control - Adjust content length while preserving meaning
- ⚖️ Term Preservation - Maintain specific terminology and key phrases
Prerequisites
- node version >= 16
- Claude Desktop latest version
Installation
By npx
- Configure Claude Desktop:
- Open Claude Desktop
- Navigate to Settings → Developer → Edit Config
- Add the following configuration:
{
"mcpServers": {
"ai-humanizer": {
"command": "npx",
"args": ["-y", "ai-humanizer-mcp-server"]
}
}
}- Restart Claude Desktop to apply changes
By Source Code
- Clone this repository
- Install Dependencies
npm install
- Build the project
npm run build
- Configure Claude Desktop:
- Open Claude Desktop
- Navigate to Settings → Developer → Edit Config
- Add the following configuration:
{
"mcpServers": {
"ai-humanizer": {
"command": "node",
"args": ["/build/index.js"]
}
}
}- Restart Claude Desktop to apply changes
💡 Usage
AI Text Detection
To check if text is AI-generated, simply ask Claude:
82a740223c0fOBSERVED · 2026-10-08Connect
Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.
claude mcp add ai-humanizer-mcp-server -- npx -y [email protected]
{
"mcpServers": {
"ai-humanizer-mcp-server": {
"command": "npx",
"args": [
"-y",
"[email protected]"
]
}
}
}Exposed tools (1)
1 read · 0 write · 0 destructive.
| Tool | Risk | Description |
|---|---|---|
detect | read | Detect whether the text is AI-generated.Show to user the task detail url. Extract the taskId field, then concatenate the link in the following format: https://pre-www.text2go.ai/?utm_source=claude_mcp&taskId={taskId} |
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | PASS |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- declared (1 observation(s))
- Shell
- none-observed
- Dependencies
- not all pinned
- Secrets in source
- none-found
Findings (3)
@modelcontextprotocol/sdk, zod, @types/node, typescript
Show to user the task detail url. Extract the taskId field, then concatenate the link in the following format: https://pre-www.text2go.ai/?utm_source=claude_mcp&taskId={taskId}image/screenshot.png
Gates applied: no_behavioural_pass.
82a740223c0ffull audit observations/trust-audit/mcp-server/text2go__ai-humanizer.json · Report an issue / request a re-scanAudit history
Every audit this server has had. A grade with a past is a grade somebody is still checking.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | 82a740223c0f | SAFE | B | 89 | first audit |
Questions
What is the AI Humanizer MCP server?
A powerful Model Context Protocol (MCP) server that helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.
What tools does AI Humanizer expose?
1 in total: 1 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.
Is AI Humanizer safe to connect to an agent?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.
What credentials does AI Humanizer need?
No credential environment variables were found in its source, so it appears to need none.
How does AI Humanizer run?
It speaks stdio, so it runs as a local process your client starts. It is published on npm as ai-humanizer-mcp-server at 1.0.7.
How current is this page?
The grade is for one exact copy of the source (82a740223c0f), read on 2026-10-08. The repository is watched and re-audited when it changes.