Stockholm Township covers an area of and contains no incorporated settlements. According to the USGS, it contains two cemeteries: Kiron and Saint Johns Lutheran.
The streams of Newcom Creek, Porter Creek, Trinkle Creek, Tucker Creek and Wheeler Creek run through this township.