Chloé (Garance Clavel) desperately wants to go on vacation but needs to find a caretaker for her cat, Gris-Gris. After her flamboyant roommate, Michel (Olivier Py), declines to help, Chloé entrusts her cat to Madame Reneé (Renée Le Calm). When she returns from her trip, Chloé learns Gris-Gris has disappeared without a trace. Determined to find her precious cat, Chloé turns to, among others, Djamel (Zinedine Soualem), a shy Arab, and a hard-drinking musician (Romain Duris) for help.