There might be many reasons to get 403 response from Github, in both existed tools or your own code, for example:
- User-Agent is not set in the API requests (http://developer.github.com/changes/2013-04-24-user-agent-required)
- You (code or tool) exceed API requests limits (not sure it's your case however as usually limits are high enough)