The borough of Antsla was reclassified as a third-rank town by Konstantin Päts on 1 May 1938. The settlement was first attested in 1405. The town has a furniture factory.
Antsla is located on the Valga–Pechory railway, but train traffic on the line has been inactive since 2001.