Converting RSS from markdown to WP editor

I have a RSS feed going from a markdown site to a WP site using the auto-blog plugin. The import is a bit goofy looking, since the code is incompatible.

I've looked at markdown plugins, but am unsure of how to get one to convert from a feed. Any suggestions?