As AI agents become increasingly autonomous and integrated into critical operations across industries (e.g., enterprise planning, self-driving cars, medical care, logistics), ensuring their authenticity, trustworthiness, and compliance is paramount. AgentTrust provides a secure, decentralized platform for issuing tamper-proof digital credentials to AI agents, establishing a verifiable identity and an immutable audit trail of their actions. This system allows enterprises and regulators to monitor agent behavior, validate compliance with predefined governance frameworks, and detect anomalies, thereby mitigating fraud, security risks, and ensuring responsible AI deployment.