Walnut Grove is a city located in Greene County, Missouri. Walnut Grove has a 2026 population of 642. Walnut Grove is currently growing at a rate of 0.16% annually but its population has decreased by -0.93% since the most recent census, which recorded a population of 648 in 2020.