MCP
Write Access Is the Easy Part: The Verification Gap in Agentic Kubernetes Remediation
Giving an AI agent the power to change a cluster is now straightforward. Confirming the change landed, did not produce unintended duplicate effects and achieved the outcome the operator actually wanted is ...
Red Hat Readies an MCP Server to Help LLMs Manage Kubernetes
Red Hat is building an open source MCP server extension to help developers and administrators manage Kubernetes and Red Hat’s own OpenShift Kubernetes distribution. The extension can help AI assistants like Visual ...
Self-Healing Kubernetes Gets Real—and Risky: Running AI Agents on Amazon EKS
For years, “self-healing Kubernetes” meant a liveness probe restarting a crashed pod. In 2026 it means something far more literal: an autonomous agent that reads your cluster’s logs and metrics, forms a ...
Buoyant to Add MCP Support to Linkerd Service Mesh
Buoyant has announced it plans to add support for the Model Context Protocol (MCP) to the open source Linkerd service mesh for Kubernetes clusters. Company CEO William Morgan said that capability will ...
Mirantis Adds Consulting Team to Help Deploy MCP Servers on Kubernetes Clusters
Mirantis today added a set of services for organizations looking to deploy artificial intelligence (AI) workloads accessing Model Context Protocol servers deployed on Kubernetes clusters. Randy Bias, vice president of open source ...
