Developing bifunctional electrocatalysts with lowcontent noble metals and high activity and stability is crucial for water splitting. Herein, we reported a novel Ru doped FeP 4 /Fe 2 PO 5 heterogeneous interface catalyst (Ru@FeP 4 /Fe 2 PO 5 ) for oxygen evolution reaction (OER) and hydrogen evolution reaction (HER) by heat treatment coupling electrodeposition strategy. Experiments disclosed that Ru@FeP 4 /Fe 2 PO 5 proclaimed excellent catalytic activity for the OER (249 mV@100 mA cm −2 ) and HER (49 mV@ 10 mA cm −2 ) in a 1 M KOH environment. More importantly, the mass activity and turnover frequency of Ru@FeP 4 /Fe 2 PO 5 were 117 and 108 times higher than that of commercial RuO 2 at an overpotential of 300 mV during the OER, respectively. In addition, the assembled Ru@FeP 4 /Fe 2 PO 5 || Ru@FeP 4 /Fe 2 PO 5 system could retain superior durability in a two-electrode system for 134 h at 300 mA cm −2 . Further mechanism studies revealed that Ru atoms in Ru@FeP 4 /Fe 2 PO 5 act in a key role for the excellent activity during water splitting because the electronic structure of Ru sites could be optimized by the interaction between Ru and Fe atoms at the interface to strengthen the adsorption of reaction intermediates. Besides, the introduction of Ru atoms could also enhance the charge transfer, which effectually accelerates the reaction kinetics. The strategy of anchoring Ru atom on novel heterostructure provides a promising path to boost the overall activity of electrocatalysts for water splitting.