To empower future strain-controlled reaction design, we compiled a database of 16,905 ring systems. These molecules represent a majority of known single-ring systems from primary literature, patents, commercial building blocks and reagents. The RSE Atlas will be useful for understanding the factors that influence ring strain energy and provides a crucial reference for designing building blocks for various strain-promoted reactions.