No need to scrape, Wikipedia has full dumps for the articles available for download: http://en.wikipedia.org/wiki/Wikipedia:Database_download#Eng...
One problem I've found with the dump is that you still need to render it (unless someone knows of another dump) which has caused us a few problems with the current thing I'm working on.