Leonori is an Italian surname. Notable people with the surname include:

Aristide Leonori (1856–1928), Italian architect and engineer Pietro Giovanni Leonori (active 1400), Italian painter of the Bolognese school Robert G. L. Leonori (1820–1905), American artist