When Champion City's hero Captain Amazing is kidnapped by the recently paroled supervillain Casanova Frankenstein, a trio of average, everyday superheroes -- Mr. Furious, the Shoveler and the Blue Raja -- assemble a new super team to save him.

The year is 2087, the setting is the moon. Pluto Nash, the high-flying successful owner of the hottest nightclub in the universe, finds himself in trouble when he refuses to sell his club to lunar gangster Mogan, who just happens to be helping the mysterious Rex Crater mastermind a plan to take over the entire moon.