Yes. The Vatican Museums have free luggage storage. Each guest is required to check in their baggage and only collect it once the tour is over. Due to the distance between the start and end points of the tour, participants are forced to leave the tour early in order to collect their bags. This is why we always advise tourists to travel light and with small bags.