The town was developed around St. Mary's Church, which lay in ruins for a long time until it was rebuilt after the Great Northern War. In 1931, a railway from Tartu to Petseri through Põlva was completed. The population of Põlva began to grow rapidly and the town began to develop when Põlva became the center of the Põlva raion formed in 1950.