A living registry of scientific AI agents, grounded in run reports, public evidence, and the researchers who use them.
Metrics come from public repositories. Opinions must name their evidence.
01 / Explore
Explore by field
multica-ai/multica
Make humans and AI agents work as one team — open-source and self-hostable.
03 / Fresh signals
Repository metadata refreshes regularly, so the registry distinguishes active tools from historical references.
04 / FAQ
Contribute evidence
Register with GitHub, attach your logs or repository, and leave the next researcher an evidence-backed review.