Having found 36 broken links on my blog — Broken Link Checker has just become my new favorite WordPress plugin. It also checks for missing images and will notify you through your blog's dashboard (and the Manage -> Broken Links panel) if any are found.
Here's a list of Broken Link Checker's features: