 McCrary's business interests extended beyond the farm.He acted as a cotton factor in Huntsville, and was also involved in tanning yards and groceries.McCrary's other investments included the Memphis and Charleston Railroad, which ran through Huntsville, and a turnpike which allowed easier transportation of goods to the Tennessee River.