Here's a link to a fairly complete, albeit rather expensive kit.
I'm not suggesting that you should get this kit, but it does come with most of the components necessary (doesn't come with shocks) to lift 3". If you read it carefully you'll notice they recommend new wheels or spacers and getting a new front drive shaft.
I would not lift higher than 3" if you're just going to 35" tires.
If your main goal is to fit 35s for the looks and light off-roading I would look at a leveling kit, trimming the fenders and wheel spacers. That would be the most inexpensive option and if you decide in the future that you'd like a larger lift you haven't spent too much money.
Hopefully that is some help! There's tons of information out there and everyone has an opinion, just start googling and reading.