A cryptographic nonce is a unique, arbitrary number that can only be used once in cryptographic communication to prevent replay attacks and ensure message freshness. It is crucial in protocols like TLS and blockchain to maintain security and integrity by ensuring that each transaction or message is distinct and cannot be reused maliciously.