Description: A metrics server is an essential component in the Kubernetes ecosystem, designed to collect and store data on resource usage at the cluster level. This type of server acts as an aggregator of information, allowing administrators and developers to monitor the performance of applications and cluster resources in real-time. Through metrics such as CPU usage, memory, and storage, users can identify bottlenecks, optimize resource allocation, and improve operational efficiency. Metrics servers are often integrated with visualization and analysis tools, facilitating the creation of dashboards that display the cluster’s status intuitively. Additionally, they are crucial for implementing auto-scaling policies, as they enable Kubernetes to dynamically adjust resources based on demand. In summary, a metrics server not only provides valuable data but is also key to proactive and efficient management of cloud-native environments.