You can really do anything you like! It would depend on time, length of meeting, etc.
Depending what time, it might just be appropriate to have tea & coffee materials, water, and some kind of cake/cookie (or healthier alternative, since it's a sports team!) If it's dinner time, my expectation of going to a meeting such as that would be everyone chips in to order pizza, I wouldnt expect the "host" to provide dinner, since it sounds like more of a "landing pad" place to plan your meetings.