Cluster catalysts are a type of catalyst that consist of small aggregates of atoms or molecules, typically ranging from a few to several hundred atoms. These clusters can exhibit unique catalytic properties that are not observed in bulk materials due to their high surface area-to-volume ratio and quantum size effects.