Yamitsuki Marisu - Fly Me to the Moon

The protagonist Souta Sengoku, a normal high school student is targeted by Maris Hiduki, the reincarnation of Kaguya Hime. Maris is trying to find the way to go back to the Moon and she drags him in because she assumes that Souta is the reincarnation of her servant.