We live in Kansas and my husband works in Missouri. I am a homemaker. Is our interest income from checking and savings considered Kansas or Missouri income?

It would be considered income in your state of residency, or where you live. In your case, it would be considered Kansas income if that is where you both live.

Interest income you receive from a bank is income in whatever state you resided when you received it.