Resources

Peer-reviewed: 21–41 % → 85–92 % accuracy. Three models, 3,540 tasks, all numbers public.

From SMILES to mutagenicity assessment, step by step.

23-point check: is your MCP stack audit-ready?

CovaSyn, Aichemy, ChemMCP, OpenChem MCP, DIY at a glance.

Ready to copy, along 6 content pillars (incl, benchmark).