Good Work, Secret Seven (The Secret Seven #6) by Enid Blyton

Peter's father's car is stolen, and Peter and Janet see the culprits. The Secret Seven immediately start following up clues and find themselves on the track of a gang of thieves whom not even the police have been able to capture!