A friend of mine showed me some Davy Graham, and I absolute love it.
As I have never really been a finger-picking style player I was wondering if any of you know some good books to learn the folk style of the guitar.

If you know some good beginner songs it would be much appreciated aswell
Try amazon! There is a folk guitar method, along with plenty of modern finger picking method. It just depends on what you want.