Pipe Creek Township is one of fourteen townships in Miami County, Indiana, United States. As of the 2020 census, its population was 6,778 (up from 6,294 at 2010) and it contained 2,926 housing units. The north three-quarters of Grissom Joint Air Reserve Base is in the southwest corner of the township.
Pipe Creek Township was organized by the county commissioners on September 6, 1843, and named for its largest stream, Pipe Creek.
The B-17G "Flying Fortress" No. 44-83690 and Terrell Jacobs Circus Winter Quarters are listed on the National Register of Historic Places.
According to the 2010 census, the township has a total area of , of which (or 98.98%) is land and (or 1.02%) is water.
The township contains these four cemeteries: Garnand, Leonda, Metzger and Springdale.