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Prior to European colonization, the area that is now Morganton was inhabited by the Cherokee people and other Indigenous peoples for thousands of years.
The Georgia General Assembly incorporated Morganton in 1856. The town's name is a transfer from Morganton, North Carolina.
Morganton served as the seat of Fannin County from 1854 until 1895, when the seat was transferred to Blue Ridge.