Find the right AI tools for any job, task or industry.OPEN DATA
Use the data
The catalog is available in machine-readable form. Last reviewed 2026-11-04.
Downloads
- Tool catalog (JSON): Every tool with evidence level and sources
- Roles, tasks and sectors (JSON): The taxonomy and which tasks each role maps to
- AI skill guides (JSON): Learning guides by skill
- llms.txt: Short guide to the site for language models
- llms-full.txt: Plain-text summary of every tool
- RSS feed: Newly added tools
How to read it
evidenceLevel states how far each record was checked. A null or “Not verified” value means unknown, not zero or absent. Role and sector fit is editorial.
How to cite
AI-Tools Atlas. “{page title}.” Reviewed 2026-11-04. https://toolgrail.vercel.app/