Grainger County is a county located in the U.S. state of Tennessee. As of the 2020 census, the population was 23,527. Its county seat is Rutledge. Grainger County is a part of the Knoxville Metropolitan Statistical Area and formerly Morristown Metropolitan Statistical Area until 2023.