The Classroom of the Black Cat and a Witch

Apprentice witch Spica Virgo dreams of entering a magic academy but cannot cast magic and lacks the connections needed to find a master. Her chance arrives in the form of a mysterious talking black cat who can use magic and wants help breaking his own curse, leading the pair into a secret teacher-student arrangement.