Cannon Mines, MissouriCannon Mines is an unincorporated community in Washington County, in the U.S. state of Missouri.HistoryA post office called Cannon Mines was established in 1915, and remained in operation until 1940. The community most likely was named after the proprietor of a local lead mine.