Cryptography is evolving to meet the demands of future cyber technologies, but classical cryptographic methods remain vulnerable to interception. Cryptographic techniques struggle to address the evolving landscape of cybersecurity threats, Quantum Key Distribution (QKD) emerges as a superior alternative, leveraging quantum mechanics principles such as superposition and entanglement for secure key exchanges. This chapter details the implementation of a Quantum True Random Number Generator (QTRNG) using fundamental single-qubit operation including Hadamard (H), Rotation (RZ) and square-root NOT (SX) gates using IBM Quantum Platform. We evaluate the integration of this QTRNG across several discrete variable QKD protocols: BB84, B92, E91, T22, Differential Phase Shift, and SARG04. The study focuses on how the QTRNG contributes to the randomness and security of these protocols, demonstrating its effectiveness in producing high-quality quantum keys that meet rigorous cryptographic standards.