Baguda-jou no Touzoku
Burglars of Baghdad Castle
馬具田城の盗賊
In order to win the hand of a princess, a man must defeat an evil dragon and claim its treasured magic stone. Upon his return, Baghdad has been invaded and he must use the stone to defeat his new enemy.
(Source: AniDB, edited)