Buy a transmute scrap iron to spring recipe. The crafter in Marleybone may sell this. If she doesn't you can buy it and other transmute recipes in the Celestia base camp.
Try gardening some Pink Dandelions. They'll sometimes drop springs as well as pearls, black pearls and quite a few other rare reagents. They're easy to grow and never develop any pests greater than level one.