Catalytic N 2 activation and reduction for ammonia synthesis has been subject of intense research interest. Cluster-modified catalysts have been proposed as promising candidates for nitrogen activation due to the featured active sites and maximized synergistic effect. However, the nature of metal clusters itself has not been fully unveiled. Herein, we report a systematic investigation of N 2 activation and reduction on three-atom metal clusters (M 3 ) of all the 20 transition metals in the third and fourth periods of elements. We evaluate the catalysis of these M 3 clusters by taking into consideration three critical processes, namely, N 2 dissociation, hydrogenation, and NH 3 desorption. The TM I series of the M 3 clusters (Group 3B−5B metals) are found to support N 2 dissociation spontaneously, in contrast to the TM II and TM III clusters (i.e., Groups 6B−8B and 1B−2B). Based on the three criteria, Y 3 , Sc 3 , Zr 3 , and Nb 3 are identified as eligible candidates for ammonia synthesis. These clusters show preferable hollowsite N 2 adsorption and strong orbital hybridization, with electronic backdonation from the metal d orbitals to both π* and π/σ orbitals of N 2 . Further studies on ammonia synthesis have been conducted by applying Y 3 and Nb 3 clusters supported on graphene (Y 3 /G and Nb 3 /G), illustrating superior activity and potential application of such M 3 clusters. This work validates the three-atom cluster catalysis and guides the design of efficient catalysts for N 2 fixation.