Madison Township is one of thirteen townships in Putnam County, Indiana. As of the 2020 census, its population was 1,105 and it contained 477 housing units. According to the 2010 census, the township has a total area of 35.39 square miles, of which 35.28 square miles is land and 0.11 square miles is water.