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

Domenico Cantatore (1906–1998), Italian painter, mosaic artist, and illustrator Eugenio Cantatore, Italian electrical engineer Vicente Cantatore (1935–2021), Argentine football player and manager