Middlebranch is an unincorporated community in northeastern Plain Township, Stark County, Ohio, United States. Although it is unincorporated, it has a post office, with the ZIP code of 44652. The community is part of the Canton–Massillon Metropolitan Statistical Area. The area is mostly residential, with notable amounts of land being used for farming as well.