Like many old timers, I've always stored my pipes with the stems pointing up in a pipe rack after cleaning them out well with a pipe cleaner after smoking.
I never leave a pipe cleaner in them as I like to let them air out in the pipe rack as-is (although some prefer Bryan's method -- see above) -- I guess it depends a lot on how many pipes you have in your smoking rotation and your personal preferences.