Collections
AI tools by role
1521 tools are in the directory. Browsing them by category answers what a tool is; browsing by role answers what it is for. Each page below takes one job, pulls the entries that actually fit it, and says plainly what to check before committing.
Nothing here is a separate database — it is the same catalogue filtered, so a tool that improves moves up in every collection it belongs to.
Developers
Code assistants, repo-aware chat, and review tools — what changes between one that reads a single file and one that indexes the whole project.
Designers
Image generation, editing and layout tools, ordered by whether the output is usable in real deliverables rather than only in a demo grid.
Marketers
Copy, campaign and creative tools for people shipping on a calendar — judged on volume, brand voice and whether output survives review.
Writers
Drafting, rewriting and editing tools — the ones that help you revise rather than the ones that replace your voice with a generic one.
Teachers
Lesson planning, quiz generation and marking tools, with the classroom constraints that generic directories leave out.
Students
Research, summarising and study tools — plus a plain account of what counts as your own work.
Video creators
Generation, editing, captions and voice tools for people publishing on a schedule rather than making one clip.
Musicians
Generation, stem splitting, mastering and vocal tools — with the rights position stated plainly.
Founders
Ops, sales and automation tools for small teams — judged on whether they connect to what you already run.
Translators
Translation, subtitling and localisation tools — where terminology control and confidentiality decide the choice.
If your job is not listed, the full directory filters by category, and the Free tools run in the browser without uploading anything.