There was no immediate report of any casualty as the villagers were evacuated, officials said.
"Reason behind the fire is not clear immediately but it spread in the entire village, which has a population of around 1,000 people," Circle Officer Bayana Rajesh Chaudhary said.
"One column of Army personnel and two fire tenders were pressed into service on requisition by the district collector of Bharatpur," defence spokesperson S D Goswamy said.
The fire broke out at around 11 AM in a house and engulfed other houses soon. There is a huge loss of property, and fodder but residents are safe, Chaudhary said.