Press Command K, or Control K, anywhere in Magpie to open a search box over the page. Type a few letters of a page name and press Enter to go there - no expanding the sidebar a section at a time to find it.
The palette also lists the actions in the current page bar and the keyboard shortcuts the page supports, so it doubles as a way to run something without remembering its key. It only ever offers pages you can already reach.