Might I suggest you start off by installing Message Broker V6 or at least V5?
I started with WMQI 2.1 because the application I will be supporting is using that as of now.
I'm new to WMQI. I have been reading 'Developing solutions using Websphere MQ Integrator.pdf' and trying out the sample application that is given there.