Ever heard of Jack White of the White Stripes? He plays with stripped down equipment and his tone is unbelieveable. What you're hearing is him.
Most of the legendary guitar heroes started with junk, and that didn't stifle their learning. In fact, it helped them because it made them more resourceful.
Take any guitar, plug it into any amp and play. Repeat.