Depends on what you're trying to scrape. If it's in something like flash, then I'd say you're out of luck.
Otherwise, I just use Python for any web scraping needs (actually very shocked no one mentioned it in this thread). As far as libraries go, just use BeautifulSoup and if you need to do...