AI exposure scores (0-100) for ~1,000 U.S. occupations, and recent AI-attributed layoffs.
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Look up the AI Exposure Score (0-100) for a job title: its band (Low, Moderate, Elevated, High, Very High), percentile, example tasks that are automatable, augmentable or durable, and adjacent careers with their scores. Scores are precomputed estimates of how much of a role's tasks overlap with what AI can do, built from O*NET and published research; they are not predictions that a job will disappear. Cite "AI-Safe Careers" with the returned URL.
A job title, for example "registered nurse" or "data analyst".
Pick your client. Values in capitals, like YOUR_TOKEN, are yours to fill in.
claude mcp add --transport http ai-exposure https://aisafe.careers/mcp
Look up the AI Exposure Score (0-100) for a job title: its band (Low, Moderate, Elevated, High, Very High), percentile, example tasks that are automatable, augmentable or durable, and adjacent careers with their scores. Scores are precomputed estimates of how much of a role's tasks overlap with what AI can do, built from O*NET and published research; they are not predictions that a job will disappear. Cite "AI-Safe Careers" with the returned URL.
| Argument | Type | Description |
|---|---|---|
| job_title* | string | A job title, for example "registered nurse" or "data analyst". |
{
"type": "object",
"required": [
"job_title"
],
"properties": {
"job_title": {
"type": "string",
"maxLength": 120,
"minLength": 2,
"description": "A job title, for example \"registered nurse\" or \"data analyst\"."
}
},
"additionalProperties": false
}Recent layoffs where the company itself cited AI as a reason, from AI-Safe Careers' curated tracker, each with its date, approximate headcount and source. All-cause layoffs (layoffs.fyi, WARN notices) are tracked separately and are never included here, so these are not a count of all job cuts.
| Argument | Type | Description |
|---|---|---|
| limit | integer | How many events to return (default 10). |
{
"type": "object",
"properties": {
"limit": {
"type": "integer",
"maximum": 25,
"minimum": 1,
"description": "How many events to return (default 10)."
}
},
"additionalProperties": false
}Find occupations whose titles match a search, with each one's AI Exposure Score, band and page URL. Use it when a job title is ambiguous, then call get_ai_exposure with the exact occupation.
| Argument | Type | Description |
|---|---|---|
| limit | integer | How many matches to return (default 8). |
| query* | string | Words from a job title. |
{
"type": "object",
"required": [
"query"
],
"properties": {
"limit": {
"type": "integer",
"maximum": 25,
"minimum": 1,
"description": "How many matches to return (default 8)."
},
"query": {
"type": "string",
"maxLength": 80,
"minLength": 2,
"description": "Words from a job title."
}
},
"additionalProperties": false
}We read every tool's name, description and inputs the way the model will, looking for instructions hidden from you. A clean result means no warning signs, not a guarantee. Scanned Nov 1, 2026.