Sarnecki (feminine Sarnecka) is a Polish surname. Notable people with the surname include:

Jadwiga Sarnecka (1877 or 1883–1913), Polish composer and pianist Jerzy Sarnecki (born 1947), Polish-Swedish criminologist Rafał Sarnecki (born 1990), Polish racing cyclist