This build looks pretty easy to do. The authors use aluminum angle bars, and small 3D printed parts to build what looks like a pretty accurate CNC. Everything but the belt and gears you can get at home depot. Oh the bearings too you would have to source from the net.
http://www.diydudes.com/the-diy-dudes-rift-a-diy-cnc-machine/