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.
Pipe Creek Township was organized in 1833, and named after Pipe Creek.
According to the 2010 census, the township has a total area of , of which (or 99.86%) is land and (or 0.14%) is water.
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.