I've read conflicting things about working with MDF, and I would like to get some opinions from people who have worked with it more than I have.

Making a simple cabinet case out of 3/4" mdf. Planning on a 1/4" deep rabbet on the top and bottom for the sides to sit into. The back will be full width, not rabbeted into the case.

I have drywall screws, regular wood screws, and nails available. plus glue, of course. Buying special MDF screws is not an option, although I know it's the best way to go. Other than that, how would you join 3/4 MDF? I'm worried about splitting the edges.