<!-- mcp-name: io.github.dfieser/hea-bench --> Open, interpretable tools for computing the standard **high-entropy-alloy (HEA) and high-entropy-oxide (HEO) thermodynamic and geometric descriptors** and the classic empirical **phase-prediction rules** — from any composition, with no fitted model and no black box. Every number is a