Clusters with an exact number of atoms are of particular interest in catalysis.Their catalytic behaviors can be potentially altered with the addition or removal of as ingle atom. Now the effects of doping with asingle foreign atom (Au, Pd, and Pt) into the core of an Ag cluster with 25 atoms on the catalytic properties are explored, where the foreign atom is protected by 24 Ag atoms (Au@Ag 24 ,Pd@Ag 24 ,and Pt@Ag 24 ). The central doping of as ingle atom into the Ag 25 cluster has as ubstantial influence on the catalytic performance in the carboxylation reaction of CO 2 with terminal alkyne through CÀCbond formation to produce propiolic acid. These studies reveal that the catalytic properties of the cluster catalysts can be dramatically changed with the subtle alteration by as ingle atom away from the active sites.