The plot of Magician's Academy centers on Takuto Hasegawa, a student enrolled in a secret school of magic. While practicing a summoning spell during an evaluation, he unintentionally summons Tanarotte, a girl whose exceptional magical abilities could wreak havoc in his nation. Fortunately, Tanarotte pledges unwavering loyalty (and love) to Takuto as her "master."