The Sphinx Contrib project also seems to have an HTTP Domain package for documenting RESTful HTTP APIs. You can find its documentation on the Python packages site. I can't speak to its fitness: I'm only just starting to look into Sphinx, and I have a need to document RESTful APIs as well, and noticed this contributed package.
