Cape Willoughby Conservation Park, formerly part of the Cape Hart Conservation Park, is a protected area in the Australian state of South Australia located on the north coast of the Dudley Peninsula on Kangaroo Island in the gazetted locality of Willoughby about 27 kilometers south east of Penneshaw.