Pagni is an Italian surname. Notable people with the surname include:
Benedetto Pagni (died 1578), Italian Mannerist painter Eros Pagni (born 1939), Italian actor Ferruccio Pagni (1866–1935), French-Italian painter Sergio Pagni (born 1979), Italian archer