Github has the useful trending section, https://github.com/trending, which shows which repositories are getting starred frequently and gives a good sense of which repositories are gaining traction
Yes, i've seen those projects but those are almost new frameworks, libraries, etc. not startup projects per se, i would love to see for example a really good stackoverflow clone, or trello clone or some really exiting webapp for example basecamp etc.