Madison Lake is a city located in Blue Earth County, Minnesota. Madison Lake has a 2026 population of 1,314. Madison Lake is currently growing at a rate of 0.54% annually and its population has increased by 4.95% since the most recent census, which recorded a population of 1,252 in 2020.