You can claim unemployment insurance if you quit your job to relocate because of your service member's military orders. Quitting for that reason counts as good cause, so it does not disqualify you the way most voluntary quits do.
File a claim through the UInteract online unemployment system and state that you left your job to relocate under your service member's military orders. Contact a regional claims center if you need help: Jefferson City 573-751-9040, Kansas City 816-889-3101, St. Louis 314-340-4950, Springfield 417-895-6851, or 800-320-2519 outside a local calling area.
Your service member's military orders showing the relocation, your marriage certificate, your Social Security number, employment history for the last 18 months, and your bank routing and account number.