Clint and/or Nat have to look after Goose.

(Maybe it's an initiation thing or Fury being Fury. Maybe because of how good they are with their own pets. Maybe this is what Clint was busy doing during the events of Winter Soldier - sorry Nat, can't help, on the run with an alien cat...)