Dispersing metals to the ultrasmall forms is an effective strategy to increase their usage efficiency and catalytic reactivity. [3,4] Recently, atomic dispersion of metal atoms has been realized over the support to form single-atom catalysts (SACs), [4-8] which attract considerable attention due to their maximized metal usage and improved active site homogeneity. [9,10] Because of the high surface energy, single metal atoms are generally formed with the existence of particles or clusters as the byproducts, prohibiting stable atomic dispersion. [11-14] As a result, it is of great importance to find efficient technologies for increasing atomic dispersion while maintaining high stability and catalytic activity during applications. Typically, two strategies are used to disperse SACs stably. One is the bottom-up method, which conventionally refers to single atoms derived from metal ions. Metal ions are captured in electronic and/or structural defects [15-17] of solid matrix such as metal oxide, [18-22] metal carbides, [23,24] zeolites/metal-organic Atomically dispersed catalysts, with maximized atom utilization of expensive metal components and relatively stable ligand structures, offer high reactivity and selectivity. However, the formation of atomic-scale metals without aggregation remains a formidable challenge due to thermodynamic stabilization driving forces. Here, a top-down process is presented that starts from iron nanoparticles, using dual-metal interbonds (RhFe bonding) as a chemical facilitator to spontaneously convert Fe nanoparticles to single atoms at low temperatures. The presence of RhFe bonding between adjacent Fe and Rh single atoms contributes to the thermodynamic stability, which facilitates the stripping of a single Fe atom from the Fe nanoparticles, leading to the stabilized single atom. The dual single-atom Rh-Fe catalyst renders excellent electrocatalytic performance for the hydrogen evolution reaction in an acidic electrolyte. This discovery of dual-metal interbonding as a chemical facilitator paves a novel route for atomic dispersion of chemical metals and the design of efficient catalysts at the atomic scale. The ORCID identification number(s) for the author(s) of this article can be found under https://doi.org/10.1002/adma.202003484. Heterogeneous catalysis is pivotal to the modern chemical industry, [1] with many heterogeneous catalysts comprising transition or noble metals deposited over a solid support phase. [2]