The Rufous-naped Brush-finch or Bolivian Brush-finch (Atlapetes rufinucha) is a species of bird in the Emberizidae family. It is found in Bolivia and far south-eastern Peru. It formerly included the Yellow-breasted Brush-Finch as a subspecies.

Its natural habitats are subtropical or tropical moist montanes and heavily degraded former forest.