Single-atom catalysts (SACs) have revolutionized industrial catalysis due to their single active site, efficient use of active atoms, superior catalytic efficiency, and selectivity. Using first-principles calculations, we investigate the electrocatalytic performance of transition metal (Sc−Au) SACs anchored on phosphoniobic acid (PNbA) for hydrogen-evolution reaction (HER), and oxygen evolution/reduction reaction (OER/ORR). The 4-fold hollow site of PNbA facilitates electron transfers during catalysis. Through the Heyrovsky pathway, the Ru 1 /PNbA, Rh 1 /PNbA, Ir 1 /PNbA, and Pt 1 /PNbA exhibited outstanding HER performance, and their ΔG H* values are near the optimal (ΔG H* → 0). The Co 1 /PNbA and Pt 1 /PNbA catalysts showed marvelous OER and ORR performance. Co 1 /PNbA (0.50/0.35 V) and Pt 1 /PNbA (0.50/0.39 V) have significantly lower overpotentials than previously reported OER/ORR catalysts. The Pt 1 / PNbA is revealed as a most promising multipurpose electrocatalyst for metal-air batteries and water splitting. Also, the solvation effect demonstrated that Co 1 /PNbA, Fe 1 /PNbA, and Pt 1 /PNbA had reduced overpotentials. Thus, PNbA cluster is suitable for developing highly efficient SACs for HER/ORR, and OER.