Corrole-based covalent organic frameworks (COFs) are newly developing porous crystalline materials in the catalysis field due to their thermal stability, and ease of being functionalized by high-valent metal at the corrole center. In this work, based on the monolayer TPAPC-COF (m-TPAPC-COF), a series of stable metal corrole-based 2D monolayer SACs M 1 @TPAPC-COFs (M = Fe, Co, Ni, Cu, Ru, Rh, Os, Ir, Pt, Au) have been obtained by screening using density functional theory (DFT) calculations. As O 2 can be adsorbed and activated on M 1 @TPAPC-COFs (M = Fe, Co, Ru, Rh, Os, Ir), we predicted two types of non-noble metal corrole-based COFs SACs, one is a bifunctional SAC Fe 1 @TPAPC-COF with high electrocatalytic activity for ORR/OER and the other is a Co 1 @TPAPC-COF with high electrocatalytic activity for OER, respectively. This work demonstrates that corrole-based COF is a promising 2D material for constructing high-performance SACs for the ORR and OER.