applications in electrochemical energy conversion and storage, such as oxygen reduction reaction (ORR), [16] oxygen evolution reaction (OER), [17] hydrogen evolution reaction (HER), [18] carbon dioxide reduction reaction (CO 2 RR), [19] and nitrogen reduction reaction (NRR). [20] Because these SACs are generally single-metal atoms decorated on metal oxide, [21] nitride, [22] or carbon, [23] the supports are of significant importance for their chemical properties. To achieve atomically dispersed separation and isolation of atoms and to prevent the as-formed single atoms from migration and agglomeration, a variety of synthetic strategies have been reported for the development of SACs, such as pyrolysis, [24] wet chemistry synthesis, [25] physical and chemical vapor deposition, [26] electrochemical deposition, [27] photoreduction process, [21] and so on. To date, many noble or non-noble metal-based SACs, such as Pt, [28] Pd, [21,28a] Au, [29] Ru, [30] Zn, [31] Fe, [32] Co, [33] Ni, [34] Mn, [16a,35] Cu, [19c,36] etc., have been synthesized through the above mentioned approaches. However, fabricating SACs and maintaining the metal centers as atomically dispersed sites under both synthesis and catalysis conditions are challenging. The sharply increased surface free energy at an atomic level will lead to the aggregation of atoms automatically during the synthesis and application, if the loading of metals is too high. Thus, most of SACs suffer from a very low amount of metal loading, which is usually lower than 3 wt% to prevent the tendency of aggregation. [22c,37] Finding a proper precursor that can achieve high specific surface areas of supports and enhance the loading of metals is useful for the preparation of high-performance SACs.Metal-organic frameworks (MOFs), also called porous coordination polymers (PCPs), a new class of porous crystalline materials that construct by the coordinating inorganic nodes (metal ions/clusters) and organic ligands, have been extensively studied in various applications since the 1990s. [38] Attributed to their unique advantages of ultrahigh surface areas, well-defined pore structures, and adjustable compositions and functionalities, MOFs show great potentials in fields of gas storage and separation, [39] catalysis, [40] energy storage, and so on. [41] In the past decades, MOFs have widely been used as precursors for the preparation of functional nanomaterials like metal oxides, [41b,42] porous carbons, [43] nitrides, [44] phosphides, [45] or their composites. [46] Because of the atomically dispersed metal sites separated by organic linkers, MOFs are exactly SACs, which can be further used as self-sacrificed precursors/templates to prepare stable MOF-derived SACs. [17,47] Attributed to MOFs having advantages in following aspects, such as various kinds of organic linkers with functional groups, uniform distributed metal clusters for exchanging, unsaturated metal sites for coordination, and ordered pore structures that benefit for the adsorption of small molecules, MOFs are an idea...