Looks like you can get the temp controller from that Instructables article from Amazon for only $15.
LotFancy® All-Purpose STC-1000 Digital Temperature Control Controller with Sensor 110V - - Amazon.com
If you want to make it even simpler, skip the PC power cord and outlet, and just get a cheap grounded extension cord and cut it in half, and wire the controller in the middle.