Alcafus

Alcafus is the story of Tasuku, who as a child meets a mysterious girl with animal ears and a tail. Finding her collapsed at the shrine, Tasuku presents her some candy and looks after her. Ten years later, hearing her voice calling for him, he returns to the shrine and strays into a mysterious world.

(Source: MangaDex)