Gatzke is an unincorporated community in Rollis Township, Marshall County, Minnesota, United States. The community is located east of Middle River and northwest of Grygla. County Highway 6 serves as a main route in the community. State Highway 89 is nearby. Gatzke is located within ZIP code 56727. Agassiz National Wildlife Refuge is nearby.