nanoparticles (NPs) catalysts, SACs display unique features like their unsaturatedcoordination configuration, quantum size effect, and strong atom-support interaction, which induce the single-atom sites with excellent activity and stability in electrocatalysis. [1b,2] In 2011, Zhang and co-workers employed a coprecipitation method to prepare Pt SACs supported on iron oxide which demonstrated high activity and stability for CO oxidation. [3] Sun and co-workers reported the fabrication of Pt SACs on graphene by atomic layer deposition, and the as-prepared Pt SACs showed 10 times higher activity for methanol oxidation and superior CO tolerance compared to the benchmark Pt/C catalyst. [4] According to this research, it can be seen that "single atom catalysts" developed rapidly and have become a hot research topic in heterogeneous electrocatalysis. 1.1. Identification and Features of SACs SACs have isolated metal atoms that are anchored on a specific support and can behave as active centers for heterogeneous catalysis. The concept of single-atom catalysts can be traced back to the pioneering research reported by Zhang and co-workers in 2011. In their work, well-dispersed Pt single atoms were successfully prepared on the FeOx support, which opens the avenue of "single atom catalysts." The active single-atom sites generally consist of metal atoms and neighboring atoms from support materials. In addition, ion-exchanged metal atoms located on a porous support, as well as organometallic complexes anchored to the substrate, in principle, could also be viewed as SACs. The unique features of single atoms are significantly different from NPs, which endow SACs with exceptional catalytic activity, stability and selectivity. i) Decreasing the size of metal particles down to single atoms results in the maximum atom-utilization efficiency and metal dispersion. Owing to the low-coordination environment property and fully exposed active sites, SACs are capable to exhibit remarkable electrocatalytic activity toward diverse reactions. [5] ii) Single metal atoms can coordinate with support materials via strong interaction or charge transfer, which ensure the atomic dispersion and enhanced stability of SACs. [6] iii) The uniform active sites and geometric configuration of SACs enable similar electronic and spatial interactions with reactant molecules, thereby achieving Electrocatalysis plays a critical role in clean energy conversion, enabling great improvement for future sustainable technologies. Single atom catalysts (SACs) derived from metal-organic framework (MOF) are emerging extraordinary materials in electrochemical catalytic applications. Covering the merits of unique electronic structure, low-coordination environment, quantum size effect, and metal-support interaction, SACs promise enhanced electrocatalytic activity, stability, and selectivity in the field of clean energy conversion. In this article, MOF synthesis routes to afford well-dispersed SACs along with the respective synthesis mechanism are systematically reviewed first...