Celestini is an Italian surname. Notable people with the surname include:
Andrea Celestini (1773–1830s), Italian painter Costanzo Celestini (born 1961), Italian footballer Fabio Celestini (born 1975), Swiss footballer and manager Federico Celestini (born 1964), Italian musicologist Nazzareno Celestini (1914–?), Italian footballer