From Wikipedia, the free encyclopedia. Le Flore is a town in Le Flore County, Oklahoma, United States. It is part of the Fort Smith, Arkansas-Oklahoma Metropolitan Statistical Area. The population was 190 at the 2010 census, an increase of 13.1 percent from 168 at the 2000 census. 1 History.