Shounen Ninja Kaze no Fujimaru: Nazo no Arabiya Ningyou

Kidnapped and rescued by a Ninja, Fujimaru has mastered martial arts over the years. Now he sets off on a journey to find his mother and also locate an old tome containing secret martial arts techniques.
(Source: AniDB)