What you could do. The middle area where you chair goes into you could put one of those sliding shelve units in. What I am talking about is the kind they use in kitchen cabinets where the shelve slide out.
The best solution to the problem is cut the legs off. My husband has to cut down every cabinet I get because they are just to tall for me.