Yes, sewing kits are allowed on planes. However, you will have to abide by specific rules and regulations. The Transportation Security Administration permits you to fix your sewing kit on placed luggage or carry-on luggage.
Be careful how you position to avoid damaging the casing and the components. You will also have to conceal the sharp points of tools like the rotary cutter or scissors.