"Clicking" quickly with folks with whom you see eye-to-eye on most everything is easy to understand. But clicking with those you don't? Why?

In addition to believing in certain things and agreeing on a lot of things what other dynamic is at work underlying all of it that causes palship, friendship, friendly acquaintanceship? Is there an "understanding" that occurs on other levels beyond "agreement"? If so which and why is that?