Schrimpf is a surname. Notable people with the surname include:
- Charles M. Schrimpf (1890–1932), American politician and businessman
- Georg Schrimpf (1889–1938), German painter and graphic artist
- Ronald D. Schrimpf (born 1959), American electrical engineer and scientist