Metal nanoclusters with accurate compositions and determined crystalline structures hold remarkable attention in serving as a unique model catalyst for well-defined correlation between structure and catalytic activity. More importantly, these metal nanoclusters exhibit strong quantum confinement effects, which differs from their larger nanoparticles in a number of catalytic reactions. This review focuses on recent advances of atomically precise metal nanoclusters for C 1 compounds conversion (CO, CO 2 , CH 4 and HCOOH), including thermal-driven catalysis, photocatalysis and electrocatalysis. The reaction mechanisms are discussed at an atomic-or even electron-level. It is anticipated that the progress in this research area could be extendable to explore the catalytic applications of metal nanoclusters in C 1 chemistry.