TCP flags are used to control and monitor the transmission of data between devices on a TCP/IP network. The main TCP flags are SYN (synchronize), ACK (acknowledge), FIN (finish), RST (reset), PSH (push), and URG (urgent). These flags allow devices to establish connections, acknowledge receipt of data, end connections gracefully, reset connections, and prioritize sending of urgent data.