40000&buttonCommand=ZoomIn&mapFromApp= Topo map of Cape Point] , from the South African Geographical Names System Although these two rocky capes are very well known, neither cape is actually the southernmost point of the mainland of Africa; that is Cape Agulhas, approximately 150 kilometers to the east-southeast.