Seven Mile Island is the name of a barrier island on the Jersey Shore in Cape May County, New Jersey. It is divided between the boroughs of Avalon to the north, from 6th to 80th Streets, and Stone Harbor to the south, from 80th Street to Hereford Inlet. Both beach towns are loaded with charm and family fun.