Draba exunguiculata is a species of flowering plant in the mustard family known by the common names clawless draba and Grays Peak draba. It is endemic to Colorado in the United States. This plant is a perennial herb forming a tight clump on the ground. It has a branching caudex and stems just a few centimeters long. It has linear or lance-shaped leaves up to 2.5 centimeters long. The undersides and sometimes the top sides of the leaf blades have tiny hairs. The inflorescence is a raceme of several flowers with yellow petals each up to 3 millimeters long. The plant can be distinguished from Draba grayana, which grows in the same area, by its non-clawed petals and the arrangement of hairs on its stems.