Alexi,
I don't see an indication of your location, but for 95% of riding, some credit cards and a cell phone are plenty of "emergency kit".
However, if you're going to be in the desert or the remote rockies, some emergency gear can be handy and helpful. At minimum, I'd suggest a tire repair...