Cumberland was settled in 1837 and named "Poor Fork", for its location on a fork of the Cumberland River with relatively poor soil. It remained isolated until the coal mining boom of the 1900s when railroads connected it with surrounding towns. It was renamed "Cumberland" in 1926.
