Server to server communication

We need to perform some custom analytics on the Lithium data. In order to do that I am writing a new external service and need to fetch data like replies in the discussion forum. I see that there is oAuth flow to perform operations on behalf of a signed in user. Is there a way for direct server to server communication instead like just using API key and secret?

I am looking for a method which doesn't require a user to log in.