Schrumpf is a surname of German origin, originating as a nickname for a wrinkly person. Notable people with the surname include:
- Augusta Schrumpf (1813-1900), Norwegian dramatic actress and operatic soprano
- Jan Schrumpf (1921-2007), Dutch professional footballer
- Mildred Brown Schrumpf (1903-2001), American home economist, food educator, and author