The metal−oxygen covalency is the most advanced descriptor to understanding the relationship between the electronic structure and oxygen evolution reaction (OER) properties of oxide catalysts; however, its regulation strategy by an anion is very limited. Herein, we demonstrated that the Co−O covalency can be enlarged by introducing a second phase of disulfide (Co,Fe)S 2 coupled on the spinel Co 3 O 4 . The S and O with different electronegativity coordinated simultaneously with transition metal ions at the composite interface of (Co,Fe)S 2 /Co 3 O 4 , which brings the oxygen charge shifting toward the metal ions. The strengthened covalency and the charge rebalance between oxygen and metal ions are observed directly by X-ray photoelectron spectroscopy and X-ray absorption spectroscopy, which are further confirmed by the calculated O 2p band center upshift to the Fermi level based on the density functional theory. The reinforced Co−O covalency resulted in an OER overpotential reduction of more than 100 mV compared to the pristine one. This work provides a rational way to enhance the metal−oxygen covalency by constructing a composite phase for elevating the intrinsic OER activity of the catalyst, which may be extendable to other oxides.