Officers served a search warrant at a home on La Purisima Street and found a stack of weapons inside.
There were a couple of hand guns, an AR-15, and some illegal ammunition.
Police are still searching for the suspect connected to all those weapons.
28-year-old Jason Martinez remains on the run.
Anyone with information on his whereabouts is asked to call Merced police.