Airport in Kansas City is called KCI and it is a little more than an hour.
I think Jean did that drive in about 3 1/2 hours I think. She will probably come on and let you know.
I have driven from KC to Madison and I think it was about 8 or 9 hrs I made it in a day. But would be lot closer to St Louis.
Hope this helps.

Jean Anne