Mugnaini is an Italian surname. Notable people with the surname include:
Ginevra Mugnaini (born 1973), Italian tennis player Guido Marcello Mugnaini (born 1940), Italian cyclist Joseph Mugnaini (1912–1992), Italian-born American artist and illustrator