Flag Springs, MissouriFlag Springs is an unincorporated community in Andrew County, Missouri, United States.HistoryFlag Springs was first owned and settled in 1841 and was called Flag Springs because of flag irises that grow near a natural spring that flowed from a limestone ledge. A post office called Flag Springs was established in 1870, and remained in operation until 1907.