MCP Agents for Automated Cloud Compliance and Governance

Abstract

Cloud computing has helped in reinventing the way businesses are run by offering scalable, flexible and cost-effective solutions. Yet, with more and more services on the cloud there is a difficulty of ensuring compliance and governance for these cloud environments that come from their complex, varied and dynamic nature of the clouds. Having manual, time-consuming, and error-prone traditional compliance management methods can speed up the process of compliance audits. In this paper, to resolve this problem, we implement Multi-Cloud Platform (MCP) agents using Artificial Intelligence(AI) for automatic cloud compliance and governance. MCP agents can monitor, analyze and enforce policies across multiple cloud environments to ensure compliance with industry standards, regulatory needs and internal governance principles. This system is recommended to be powered by AI, built on machine learning and natural language processing technologies which allows integrators to take better control of risk detection and mitigation. These agents can autonomously sift through massive amounts of cloud activity data, detect problematic configurations, and offer a real-time fix or suggestion Thus, it reduces manual interventions and brings a more effective, scalable and consistent set of cloud governance being enforced. This paper describes an umbrella architecture for enabling multiple compliance frameworks on MCP Agents. We also demonstrate how these agents provides cross cloud capability and can be controlled centrally with full visibility from a single dashboard. Using sophisticated, AI-driven models, these agents can predict potential compliance risks and prevent violations early on — enabling organizations to quickly identify security gaps before a breach or regulatory penalties arise. The simulation experiments confirm that our approach for AI driven MCP agents is faster and more accurate than traditional compliance checks. And, with AI plus MCP agents in the mix, it all adds up to a groundbreaking service that accelerates cloud compliance and empowers enterprises to easily strike out multi-cloud worlds armed with robust governance.