SOURCES & METHOD
Sources and verification
This directory does not call product APIs or fill gaps from memory. Tools are discovered through public sources, then checked one by one against their official sites; anything we cannot confirm stays blank, and expired checks are labelled as such.
- Tools listed
- 442
- Public sources
- 4
- Last checked
- Oct 17, 2026
Source list
Candidates are collected per source during discovery, and only those that pass verification enter the directory. The table is ordered by the number of listed entries each source contributed.
| Source | Type | Listed |
|---|---|---|
| Awesome AI Agents | Curated list | 97 |
| There Is An AI For That | Directory site | 94 |
| a16z Top Gen AI Apps | Directory site | 86 |
| Awesome Generative AI | Curated list | 66 |
The remaining entries were added by editors while checking official sites directly, without a discovery source.
How verification works
Every profile passes three checks before publication; only then is it shown as verified.
- Official source Information is based on the official product site and official documentation — not on aggregators or third-party reviews.
- Entry reachable The official entry was reachable at the last check. Anti-bot blocking and a dead site are judged separately.
- Metadata reviewed Category, pricing type, platforms, and input/output were reviewed against the current description on the official site.
A verification stays valid for 30 days. After that the profile drops to “check expired” and re-enters the review queue, so an old conclusion is never presented as the current state.
- Verified All three checks were completed within the last 30 days.
- Needs a fresh check Not rechecked for more than 30 days; details may have changed and the profile is queued for another pass.
- Needs review Public verification is not complete yet, so the page only shows what has been confirmed.
What we leave out
The directory only lists AI tools you can use directly, and each one must trace back to a checkable official site. These are not included:
- Non-AI tools, and infrastructure services such as cloud platforms, payments, or databases.
- Entries with no traceable official site, or with only a directory listing or app store page.
- Products that have shut down or stayed unreachable; their old profiles are marked paused and removed from the catalog and sitemap.
- Standalone model version pages, ranking pages, and demo playgrounds.
Found a mistake?
A redesign, rename, price change, or shutdown can make a profile outdated. If something disagrees with the official site, tell us which entry and we will re-verify before changing it.