Wilburton is a city in Latimer County, Oklahoma, United States. It is the county seat of Latimer County. The city had a population of 2,843 at the 2010 census, a decline of 4.3 percent from 2,972 in 2000. Robbers Cave State Park is 5 miles north of Wilburton.