LibHunt - LibHunt tracks mentions of software libraries on relevant social networks. Based on that data, you can find the most popular projects and their alternatives.
AlternativeTo - AlternativeTo lets you find apps and software for Windows, Mac, Linux, iPhone, iPad, Android, Android Tablets, Web Apps, Online, Windows Tablets and more by recommending alternatives to apps you already know.
GitSpo - Measure & engage your open-source community
Libre Projects - A directory of free & open source hosted web applications and alternatives to many proprietary...
Product Hunt - A website that lets users share and discover new products
wwwhere - Curated list of tools and resources for people who make websites