This will be a quick, 99% spoiler free Review.
NOTE: I can't recommend watching it on crunchyroll. Detailed Information after the second spoiler tag.
Suzumiya Haruhi is an extremely eccentric girl which doesn't want to be friends with normal people. Kyon is the most average guy you can think of, but he still could grab her attention, marking the start of many great things to happen.