Nature Communications, Published online: 18 June 2026; doi:10.1038/s41467-026-74604-w Atomically precise metal clusters that combine structural clarity, functional modularity, and spatial programmability are becoming increasingly relevant. Here, the authors report the synthesis and applications of the cluster-based Au8Pd1(DPPF)42+/Al2O3 catalyst for hydrogen peroxide generation.