If you're not keen to commit to regular working bees or being on a committee you should still contact groups that interest you and ask about being an occasional volunteer. Many groups will welcome an extra set of hands during a weeding or planting day.
Council runs yearly planting days during July and August that rely on community member participation. You can find out about upcoming planting days by signing up for Council's Environmental newsletter.