ScanForAI
Score text 0-100 for signs of AI writing, with plain reasons; strip machine typography.
Should I use this
Quality & Safety
Findings (1)
- LOWTool 'cleanup_text' description lacks action verbin cleanup_text
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"scanforai": {
"url": "https://api.scanforai.com/api/mcp"
}
}
}Remote endpoints
https://api.scanforai.com/api/mcpstreamable-httpWhat it can do
Tool inventory
Tools (2)
🟡scan_text(text, deep, lang)
Score a text 0-100 for signs of AI/machine writing, with the band (low/moderate/elevated/high) and plain-English reasons. Set deep=true for the most thorough read (slower, quota-limited). If the text is in a language the scanner cannot read yet, it gets no score and the answer says why. Signal, not a verdict: scores estimate how strongly text shows measurable machine-writing patterns and can be wrong in both directions. Never use a score alone to accuse a person.
Input Schema
{
"type": "object",
"properties": {
"text": {
"type": "string",
"description": "The text to score (60+ words for a reliable read)"
},
"deep": {
"type": "boolean",
"default": false,
"description": "Run the deep model for the most accurate read"
},
"lang": {
"type": "string",
"description": "Language to write the reasons in, as a code such as es; leave it out for English"
}
},
"required": [
"text"
]
}⚪cleanup_text(text)
Strip machine typography from text without rewriting a word: smart quotes, em dashes and the rare glyphs AI models overuse become plain keyboard characters. Returns the cleaned text.
Input Schema
{
"type": "object",
"properties": {
"text": {
"type": "string",
"description": "The text to clean"
}
},
"required": [
"text"
]
}Community
Evidence