Mount Olive is an unincorporated community in Fayette County, West Virginia, United States.

Mount Olive is 5.5 miles (8.9 km) north-northwest of Gauley Bridge.

The town itself has no ZIP code; however, Mount Olive Correctional Complex, West Virginia's maximum-security state prison, is located near the town and has a post office with ZIP code 25185.

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