Developers
AIMars developer data
Use the JSON directory and updater scripts to build provider pages, category pages and comparison surfaces.
Public data files
tools.json includes provider, type, pricing, context, tags and ranking scores. The update script imports public metadata as pending review.
GET /tools.json python scripts/update_tools.py
Launch security
Change ADMIN_TOKEN in config.php before going live. Keep storage protected and review pending tools before featuring them.