Middleburg is a rural unincorporated community with a post office sitting just off the Green River in central Casey County, Kentucky, United States. The first land owner in the area was Abraham Lincoln I, the grandfather of president Abraham Lincoln, who purchased 800 acre in the area in 1784. In 1800, Lincoln transferred the land to Christopher Riffe.