Collinsia sparsiflora is a flowering plant in the family Plantaginaceae known by the common names spinster's blue-eyed Mary and few-flowered collinsia. One variety of the species is native to the West Coast of the United States as far north as Washington, while the other three varieties are limited to California alone.