scam-detection
Scam and phishing detection for AI agents: safe/warn/danger verdicts for URLs and messages.
Should I use this
Quality & Safety
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": {
"scam-detection": {
"url": "https://cautellus.com/api/mcp"
}
}
}Remote endpoints
https://cautellus.com/api/mcpstreamable-httpWhat it can do
Tool inventory
Tools (3)
🟢scan_url(url)
Check a URL or domain for phishing and scam risk before visiting, clicking, or transacting with it. Returns a verdict (safe | warn | danger), a 0-100 risk score, a plain-English summary, and specific findings (brand impersonation, typosquatting, community scam reports, threat-feed hits). Costs 1 scan credit.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "The URL or bare domain to analyze, e.g. \"paypal-verify-login.xyz\""
}
},
"required": [
"url"
],
"additionalProperties": false
}🟢scan_message(message)
Analyze a message, email, or text for scam indicators before acting on it (payment requests, verification codes, urgency pressure, impersonation). Returns a verdict (safe | warn | danger), a 0-100 risk score, a summary, and specific findings. Costs 1 scan credit.
Input Schema
{
"type": "object",
"properties": {
"message": {
"type": "string",
"description": "The full message text to analyze (up to 25,000 characters)"
}
},
"required": [
"message"
],
"additionalProperties": false
}🟢get_usage
Check the API key’s remaining prepaid scan credits, monthly plan usage, and credit expiry. Free — consumes no credits.
Input Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}Community
Evidence