Abstract: A method and/or system for agent-based establishment of secure connection between endpoints and cloud servers is disclosed wherein a deployment information is received at an agent controller comprising information of endpoint and a cloud server for establishing secure connection and monitoring. The endpoint is registered by the agent controller by generating a unique key and authenticating the endpoint using the installed agent causing establishment of dedicated secure channel between the endpoint and the cloud server over a computer network. The connected endpoint may be monitored by the agent controller to collect data and any anomaly may be detected based on the collected data and the detected anomaly may be resolved by the agent controller.