When do exhausted sprite summons recover?

Available sprite summons recover by one each game month, up to the current limit. They are not random-year rewards or unlimited consecutive summons. The Totem Pillar window lets you spend one lord point to increase the limit by one until the configured maximum. Raising the limit does not refill every charge immediately.