Pachyavgi (50), Kishore and Bana alias Deva had allegedly beaten to death priest Dhanraj Meena with iron rods and sticks and injured another before looting the temple's donation boxes at Ghatvasan Devi on March 3, they said.
The accused were earlier booked in cases of theft, burglary and loot in the past, police said.