I have a few books that I keep an eye out for at used book stores so I can buy extra copies to give away:

"The Moon is a Harsh Mistress" by Robert Heinlein. I know that Stranger is much more famous, but this is definitely my favorite of his works.
"American Gods" by Neil Gaiman. Someone above suggested "Anansi Boys" but I like AG so much more.