process is used to realize the transformation from N 2 to NH 3 , which consumes massive amounts of energy and causes serious pollutions. In comparison, the electrochemical reduction of N 2 under mild conditions can significantly reduce the energy input and simplify the reactor design, and thus is a quite promising strategy for NH 3 production. [3] So far, transition metals, such as Ru, Rh, Au, Pt, Ni, Ti, Fe, and Cu, have been widely studied as catalysts for N 2 reduction reaction (NRR) to NH 3 . [4] To reduce the metal usages in the catalysts, ideally single atoms could be a choice. However, the surface free energy of metals increases significantly with decreasing the particle size, and metal atoms tend to aggregate to small clusters. Thus, inhibiting the metal atoms from diffusion and agglomeration is critical to ensure their high stabilization in the processes of catalyst design and synthesis. Single-atom catalysts (SACs), first reported by Qiao et al. [5] and featured with well-defined and uniformly dispersed single atoms on support, are providing us an unprecedented solution. Such catalysts not only maximize the efficiency of metal usage to 100% and significantly reduce the metal cost, especially for noble metal catalysts, such as Au, Pt, Ir, and Pd, but also provide great potentials to achieve high activity and selectivity due to the high ratio of the low-coordinated metal atoms. [6] These advantages distinguish SACs from their corresponding bulk materials and nanoparticles, and SACs have already emerged as a new class of catalyst for a variety of important reactions, [7] such as CO oxidation, [5] methanol partial oxidation, [8] water-gas shift, [9] selective hydrogenation of 1,3-butadiene, [10] some important organic reactions, such as oxidation, hydrogenation, CC coupling and reforming, [11] electrocatalytic, [12] or photocatalytic reactions. [13] To achieve a good SAC, we not only need suitable single atoms, but also need to deliberately select an appropriate substrate that can strongly interact with the metal atoms. Since the successful synthesis of graphene in 2004, [14] many 2D materials have been widely utilized as promising substrates for metal atoms in catalysts due to their unique physical and chemical properties, such as high specific surface area, good mechanical and thermal stability. [15] However, pristine graphene is not The development of low-cost and efficient electrocatalysts for nitrogen reduction reaction (NRR) at ambient conditions is crucial for NH 3 synthesis and provides an alternative to the traditional Harber-Bosch process. Herein, by means of density functional theory (DFT) computations, the catalytic performance of a series of single metal atoms supported on graphitic carbon nitride (g-C 3 N 4 ) for NRR is evaluated. Among all the candidates, the Gibbs free energy change of the potential-determining step for five single-atom catalysts (SACs), namely Ti, Co, Mo, W, and Pt atoms supported on g-C 3 N 4 monolayer, is lower than that on the Ru(0001) stepped surface. In particular, ...