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

• Stolze