Dillon, MissouriDillon is an unincorporated community in Phelps County, in the U.S. state of Missouri. The community is located along the BNSF railroad line between Rolla and St. James.HistoryA post office called Dillon was established in 1861, and remained in operation until 1954. The community has the name of John A. Dillon, an early citizen.