It doesn't cost much to start a garden, especially if you amend your soil, use seeds and starters from your scrap food, and already have the basic tools. However, even without these things, getting started shouldn't cost you more than $20 for small garden tools and some peat moss or compost. Using fall leaves for mulch also saves money.