Missouri Unemployment Benefits The state of Missouri manages its unemployment benefits program through the Missouri Department of Labor and Industrial Relations. The states unemployment benefits program is just one of many offered to Missouri citizens for the improvement of the general welfare of the state. Other available programs include: WIC, Supplemental Nutrition Assistance Program, TANF [...]