One-step pyrolysis approach is the most common used method to synthesize the cathode catalysts of Zn-air batteries (ZABs). However, it is still a challenge to control the structural elements. Herein, a double-template strategy has been established by fabricating GO-doped porous g-C3N4 supported FeNi-MOF arrays as templates to synthesize the FeNi@NCG-700 architecture as highly efficient electrocatalysts. The obtained FeNi@NCG-T catalysts exhibit well-defined hollow architecture with directional arrangement tendency, which may be advantageous to construct a tri-phase region so as to accelerate the O2-containing species transmission and increase the accessibility of internal active sites, thus boosting the catalytic performances and kinetics. The optimal Fe1Ni1@NCG-700 catalyst delivers excellent electrochemical activity with overpotential of merely 217 mV (after iR correction) for OER (1M KOH) and a remarkable small potential gap of 0.625 V between ORR and OER. The Fe1Ni1@NCG-700 based aqueous ZAB exhibits high peak power density of 210.79 mW·cm-2 and high specific capacity of 784.84 mAh·g-1 and long term charge/discharge stability. The corresponding button-shaped solid-state ZAB also presents excellent charge/discharge durability (>466 cycles) with outstanding performances. Most importantly, two as-synthesized button solid-state ZABs catalysts can afford a 2 V LED lamp over 36 h, proving the strong pratical application prospect.