Pipe Creek Township is one of fourteen townships in Madison County, Indiana, United States.

As of the 2010 census, its population was 12,497 and it contained 5,828 housing units.

[3] According to the 2010 census, the township has a total area of 42.47 square miles (110.0 km2), of which 42.41 square miles (109.8 km2) (or 99.86%) is land and 0.06 square miles (0.16 km2) (or 0.14%) is water.

[2] The township contains these nine cemeteries: Carr, Elwood, Howard, Prewett, Saint Josephs, Shell, Sigler, Stoken and Sunset Memorial Park.

Pipe Creek Township residents may obtain a free library card from the North Madison County Public Library System with branches in Elwood, Frankton, and Summitville.