We typically drive though St. Louis each year to visit family. We have been taking the kids to the City Museum, has similiar stuff. Kids can climb through the ceiling (parents too if you can fit and don't mind really tight spots). Slides, indoor skate park to run on, lots of cool things. geared more towards physical activities vs science.

We will have to add the Magic House to our list of places to visit this summer!