Stölzel is a surname. Notable people with the surname include:

Gottfried Heinrich Stölzel (1690–1749), German baroque composer Heinrich Stölzel (1777–1844), German horn player Ingrid Stölzel (born 1971), German composer of classical music

See also Stolze