The new St. Peter's church building is shaped abstractly like two hands held together in prayer, with large vertical windows offering passersby glimpses into its interior and the Erol Beker Chapel that contains a large sculptural wall by Louise Nevelson. The church was well known for its jazz programs under the Rev. Ralph E. Peterson, and those programs have continued after its rebuilding.