Rotary Spindle Router
This is a small spindle router, designed to use nothing more than one nut and bolt, and a small rotary tool from harbor freight.
http://www.harborfreight.com/80-piece-rotary-tool-kit-97626.html
They have 3 different models that will all work for this with different SKUs.