Olive Branch Missionary Baptist Church, also known as Olive Branch Baptist Church, is a historic Baptist church located at Moneta, Bedford County, Virginia, United States. The original section was built about 1896, and expanded about 1920. It is a one-story, T-shaped wood-frame building clad in weatherboard siding. It features an original bell tower and Gothic Revival style lancet windows. Adjacent to the church is a contributing cemetery. It was listed on the National Register of Historic Places in 2007.