Manually adding the CDT builder was exactly what I needed. After the "Convert to C++ project" step, the CDT builder was missing. The text formatter chewed up the XML in the original post, here's what it looks like:
I was also able to simply use
since I'm on a Mac.
Tested on Mac OSX Mavericks, Eclipse Indigo, CDT 8.0.2