Surveillance video captured the suspects in the act.
It happened between May 27 and May 30 near 30th and Clearfield streets.
The group of suspects took various items, including guns, from the vehicles.
Anyone with information about the suspects is asked to contact police.
RELATED: Check the 6abc Neighborhood Safety Tracker