We trade security for convenience by using exchanges. It's better if crypto owners alone know their private keys. Are there not open source p2p alternatives to

We trade security for convenience by using exchanges. It's better if crypto owners alone know their private keys. Are there not open source p2p alternatives to the exchanges we have now?