Common methods for regulating metal-support interactions for single-atom catalysts usually suffer from interference of the variation of supports or sacrificing the stability of catalysts. Here, the authors report a facile electrochemical deposition strategy to design highly active oxygen evolution catalysts with site-specific metal-support interactions via selective anchoring of single atoms.