Two OVA adaptations based on the Stardust Crusaders story arc was produced by Studio A.P.P.P. The original six-episode series was released in 1993, which begins during the middle of the original arc. A seven-episode prequel series was released in 2001, adapting the beginning of the story arc.

Super Techno Arts produced an English adaptation of both, the original series and the prequel series, releasing all thirteen episodes as a six-volume DVD series between 2003 and 2005, with the episodes ordered by its fictional chronology. Due to legal reasons, names which referenced certain bands or singers had to be changed in the English translation.

JoJo’s Bizarre Adventure: Phantom Blood, a feature film adaptation of the original story arc of the manga, was released theatrically on February 17, 2007 in Japan. The film was produced to commemorate 25th anniversary of creator Hirohiko Araki’s career as a manga artist. The theme song was composed by the Japanese group SOUL’d OUT with their single “Voodoo Kingdom”.