Gunupur is a Municipality and one of the sub-divisional headquarters of Rayagada district in the Indian state of Odisha. It is the second biggest town in Rayagada district.

Rayagada district is a district in southern Odisha, a state in India, which became a separate district in October 1992. Its population consists mainly of tribes, primarily the Khonds and the Soras. In addition to Odia, Kui and Sora are spoken by the district's indigenous population. It was founded by Maharajah Biswanatha Deba Gajapati of the Surjyabansha dynasty of Jeypore.