The car was found at Ammanaickenplayam in the rural limits by a patrol this morning and a search revealed the gold ornaments and silver articles, they said.
Investigation revealed that the car belonged to a person from Thoppampatty, who had reported that his car was stolen, police said.
The valuables were stolen from the house of a person in the same area, they said.