Where to start equipment-wise?

So, I'm a broke adult who needs a physical hobby, and for a few reasons, I landed on scrapbooking. I've got some items and stickers I've pulled together that would look cool in a scrapbook, but I need equipment (I'm at the level where I don't even own a real pair of scissors).

Right now, it seems like the main things I need are a book and a good adhesive? I probably also need some other stuff, but I'm not sure. What would you recommend? Links are helpful, but I can't exactly afford to spend a fortune on this. I want something that'll last, but that won't nuke my bank account.