I use Atom feeds for Github release / tag notification. The format is:
https://github.com/org/repo/tags.atom
https://github.com/org/repo/releases.atom
For example: https://github.com/php/php-src/tags.atom
https://github.com/textpattern/textpattern/releases.atom
Chuck a bunch of those into your reader of choice, it works really well.