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Independently measured: 14 to 41 % → 76 to 92 % accuracy. Four models, 3,540 tasks, all numbers public. Source: Bartmann et al., arXiv:2601.15279.

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).