Yoshi and the Mysterious Book has been reviewed by various outlets, with some considering it not a page turner. The game has received mixed assessments, with one review describing it as charming yet unfulfilling, while another outlet views it as a science experiment. The game's overall reception is uncertain, although it has scored 81 on Metacritic.