Generally Hybrid bikes work best as they have slightly wider tires than road bikes and often a softer front suspension. Plenty of riders prefer mountain bikes and a few will venture on road bikes as well. If you decide to take a road bike the recommendation would be to run a tire with more grip and wider than a standard road tire.
For Katy Trail bike recommendations check out our gear section.