Walnut Grove is an unincorporated community in McDonough County, Illinois, United States. Walnut Grove Township was first settled in 1830. The town of Walnut Grove was "laid out" in 1870.ÃÂ It was originally created on a railroad line that passed through the area, however this railroad line no longer exists.