Milwaukee Police Department - L.E.A.P. Government Milwaukee Police Department - L.E.A.P. Visit Website 749 W. State St. Milwaukee, WI 53233 (414) 935-7212 About Map About The Milwaukee Police Department is the police department organized under the city of Milwaukee, WI. The department has approximately 1,800 sworn members and is divided into seven districts. What's Nearby? Distance: 5 10 15 20 25 50 mi.