 This paper presents the largest database of atomically precise nanoclusters ever created, containing over 63,000 structures and properties calculated from AB Inicio methods. The authors identify clusters for 593 previously unreported low-energy structures, and provide access to the database for further research and development of nanocluster-based technologies. This article was authored by Sukriti Manor, Yinja Wang, Alberto Hernandez, and others.