The complex metal oxides xLa−Sr−Co−Fe/MgO (x = 10−80 wt %) were prepared via a one-pot method for NO direct decomposition. The X-ray diffraction results show a gradual transformation of La−Sr−Co−Fe oxide from the Ruddlesden− Popper structure (A 2 BO 4 ) to the perovskite structure (ABO 3 ) with increasing x accompanied with Mg doping into the lattice of La−Sr−Co−Fe oxide. The NO direct decomposition activity decreases with x when x ≤ 60% and then increases with further loading. The 10% La−Sr−Co−Fe/MgO sample shows high activity and high oxygen resistance with a NO conversion to N 2 of ∼46% in the presence of 10% O 2 at 850 °C (W/F = 1.5 g s/cm 3 ). Several characterization techniques have been employed to reveal the composition−structure−activity relationship. The MgO component increases the sintering resistance of catalysts, and thus, the surface area increases with the MgO content. The reducibility of Co/Fe species, content of oxide ion vacancies at the surface, mobility of lattice oxygen, and content of NO sorption decrease with x for x ≤ 60% and then increase with a further increase in x, which are responsible for the activity variation.