Daviesia aphylla is a species of flowering plant in the family Fabaceae and is endemic to the south-west of Western Australia. It is an erect, bushy shrub with glabrous foliage, up to six sharply-pointed phyllodes on each branchlet, and orange-red and yellow flowers.