Except for metal−organic frameworks (MOFs) with traditional metal− nitrogen sites, MOFs with metal−oxygen sites may also possess good oxygen reduction reaction (ORR) catalytic activity due to their unique electronic structures. Herein, using density functional theory methods, the ORR performances of a series of M 3 (HHTT) 2 (where M is a 3d, 4d, or 5d transition metal and HHTT is 2,3,7,8,12,13hexahydroxytetraazanaphthotetraphene)) catalysts are explored. The binding energy (ΔE species ) results suggest that the binding energy of *OH (ΔE *OH ) shows a good linear relationship with the binding energies of *O and *OOH (ΔE *O and ΔE *OOH , respectively), indicating that ΔE *OH can serve as a descriptor to reflect the catalytic activity of M 3 (HHTT) 2 . In addition, the volcano plot suggests that M 3 (HHTT) 2 catalysts with a moderate binding strength of the intermediate *OH (0.6 eV < ΔE *OH < 0.9 eV) show relatively high ORR activity. Therefore, four highly active ORR catalysts are screened out, namely, Fe 3 (HHTT) 2 , Co 3 (HHTT) 2 , Rh 3 (HHTT) 2 , and Ir 3 (HHTT) 2 , which possess very small overpotentials of 0.35, 0.24, 0.31, and 0.29 V, respectively. Their potential-determining step is the reduction of O 2 to the intermediate *OOH. It is encouraging that the theoretically lowest overpotential of this kind of catalyst is 0.21 V, which is superior to that on Pt(111). Moreover, Co 3 (HHTT) 2 has excellent poisoning-tolerance ability for impurity gases (CO, NO, and SO 2 ) as well as fuel molecules (CH 3 OH and HCOOH).