You could always just set them up as their own sites in IIS and attach the debugger of each instance of VS to the relevant site. I'm pretty sure what you're trying should work anyway so don't know if there is something odd going on with your project structure or what the sites are doing. I'd try the IIS route though as I know that definitely works.
