Woodbranch Village, also known simply as "Woodbranch," is a city in Montgomery County, Texas, United States. The population was 1,33…Woodbranch Village, also known simply as "Woodbranch," is a city in Montgomery County, Texas, United States. The population was 1,330 at the 2020 census. Woodbranch is located at 30°11′4″N 95°11′22″W / 30.18444°N 95.18944°W.