Skitter is an easy-to-build walker bot made mostly out of common household materials. The electronics for this bot can be readily found at Radioshack or bought online. If you can solder wires together, you can build this robot. Even if you can't yet, you could probably still figure it out.
Learn how to make your own:
instructables.com/r/skitter