It's pretty simple!

tumblr.com/tagged/[what you want to find; if it's more than one word put a + instead of a space]

There's also a tag search but whatever to that, it hates my pocket-sized internet box phone and didn't seem too fond of my laptop either... and I'm not sure if non-users have access to it, actually....