I have rarely found a needleworker who exclusively did one type of needlework. Sure they may stick pretty closely to one, but usually they do others.
The bad thing is that each of them has unique tools. Trying to store everything together can make it hard to find things and can increase the mess and your frustration.
Take a look at this blog post by Sue Dulles and see how she has organized her many tools beautifully.