Jubei-chan the Ninja Girl: Secret of the Lovely Eyepatch

十兵衛ちゃん ーラブリー眼帯の秘密

Jiyu Nanohana is modern highschool girl and unwilling heir to the Yagyu Jubei school of swordsmanship.