Maybe a bit off, but...
There is no surefire way of knowing if a site is malicious and scanning the site for malware won't always help.
Things like SiteInspector, PrevX SafeOnline, NoScript etc. are helpful but not foolproof.
If you want to be really paranoid about web browsing use Lynx - http://www.lynxbrowser.com/