Microsoft`s newest HTTP library is here https://www.nuget.org/packages/Microsoft.Net.Http and I have a blog post showing how to use it here.
You would never want to use WebChannelFactory against a RESTful service. The coupling generated by WebChannelFactory defeats the point of REST.
