The incident unfolded around 4:30 p.m. outside a Walgreens on Soledad Canyon Road after deputies from the Santa Clarita Valley sheriff's station determined that the black Honda Civic was stolen.
When authorities searched the vehicle, they found a large sword, along with a gun and several knives in the trunk.
Nobody was injured.