The link below is to an article that takes a look at Stumblary, which is a web application that seeks to be the StumbleUpon for ebooks – it has a way to go.
For more visit:
http://www.the-digital-reader.com/2013/11/17/stumblary-wants-stumbleupon-ebooks/