Astartea fascicularis is a species of flowering plant in the myrtle family, Myrtaceae. It is endemic to southwestern Western Australia, where it is widespread in the Recherche Archipelago and present on the mainland in Cape Le Grand National Park. Its common name is Recherche astartea. This shrub grows on granite substrates. It occurs in exposed coastal habitat and more protected inland scrubs.