You receive material for exchanging items you no longer want or need. Material can then be used on upgrades, to fuse familiars, or to create better rarity material.
To exchange items for material go to the craft menu, select the exchange tab, tap any items you would like to discard, and select the green exchange button.
Material can also be exchanged for better rarity material. To do so tab over to the trade option.