Madisonville is a city located in Monroe County, Tennessee. Madisonville has a 2026 population of 5,395. It is also the county seat of Monroe County. Madisonville is currently growing at a rate of 1.51% annually and its population has increased by 4.94% since the most recent census, which recorded a population of 5,141 in 2020.