Ok, so, yeah, pretty much need the whole shebang. A IIcx, ci, or Q700 power supply will work in a pinch. Might not have enough oomph to run the CD-ROM drive, as well as a hard drive, floppy drive, etc, but will at least let you test the board out to see if it works.
Are you also on the 68kMLA...