mapMechanicsville is located one mile south of downtown Atlanta. It is bordered by I-20 to the north, the I-75/I-85 connector to the east, and the Norfolk Southern rail yard to the west and south. Like the city itself, Mechanicsville grew up around the railroad lines. The neighborhood was named for the concentration of rail yards and repair shops that were located in the area.