Bagni is best remembered for his period at Napoli (1984–88), where he won a "scudetto"-Coppa Italia double in 1987, which included the first of two league titles won by Napoli in its history; at Napoli, Bagni often partnered up with Fernando De Napoli in midfield, as a defensive foil to the club's star playmaker Diego Maradona.