bbPress

Forum software is notorious for being bloated and insecure, and bbPress is pretty much everything most modern forum software is not. Sharing the same philosophical roots with WordPress, the most prominent installation of bbPress is the WP support forums themselves, which have hundreds of thousands of posts yet still are as speedy as can be. All the features you need—like tags, AJAX posting, categorization, modular user system—and nothing you don’t.