Dactylispa hirsuta is a species of beetle of the family Chrysomelidae. It is found in Angola, Congo, Eritrea, Ethiopia, Kenya, Rwanda, South Africa and Tanzania.
The recorded host plants for this species are Coffea and Prunus species, as well as Malus sylvestris.