Does Report Mule Detect Duplicates?

Yes.  If you enter the URL for an article that has appeared in a previous report for one of your projects, you'll get a notification upon adding that URL letting you know that the article is a duplicate.  You'll then have the option to add the article anyway.

More on Notifications here.