Electrochemical devices, as renewable and clean energy systems, display a great potential to meet the sustainable development in the future. However, well‐designed and highly efficient electrocatalysts are the technological dilemmas that retard their practical applications. Metal–organic frameworks (MOFs) derived electrocatalysts exhibit tunable structure and intriguing activity and have received intensive investigation in recent years. In this review, the recent progress of MOFs‐derived carbon‐based single atoms (SAs) and metal nanoparticles (NPs) catalysts for energy‐related electrocatalysis is summarized. The effects of synthesis strategy, coordination environment, morphology, and composition on the catalytic activity are highlighted. Furthermore, these SAs and metal NPs catalysts for the applications of electrocatalysis (hydrogen evolution reaction, oxygen evolution reaction, oxygen reduction reaction, carbon dioxide reduction reaction, and nitrogen reduction reaction) are overviewed. Finally, some current challenges and foresighted ideas for MOFs‐derived carbon‐based metal electrocatalysts are presented.