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 Fabian Schrumpf (born 1982), German politician Jan Schrumpf (1921-2007), Dutch professional footballer Mildred Brown Schrumpf (1903-2001), American home economist, food educator, and author

See also Schrimpf Schrempf (surname)