Public Preview: AKS Model Context Protocol (MCP) server

Model Context Protocol (MCP) server for AKS is now available as an open source release. This foundational component enables AI agents to interact with AKS clusters and simplifies cluster management. 

 

AKS MCP server offers a standardized interface to orchestrate complex workflows such as diagnostics, remediation, and cluster lifecycle operations for AKS clusters and attached Azure services. It abstracts the intricacies of Kubernetes and Azure APIs and provides a unified way to plug in reasoning agents, language models, and intelligent tools to drive operational efficiency across environments. 

 

The AKS MCP server is fully open-source and includes tools to:  

• Managed and perform operations (create, scaling, upgrade) on AKS clusters 
• Retrieve monitoring data from AKS clusters such as metrics and logs 

Retrieve details on related Azure resources (VNets, Subnets, NSGs, Route Tables, etc.) 

By open-sourcing the MCP Server, Microsoft is enabling the Kubernetes community to extend and customize agentic workflows across CLIs, portals, IDEs, and copilots; integrate domain-specific logic with a consistent interface for AI and automation; enable autonomous operations that adapt to user context and cluster state; and accelerate innovation in intelligent troubleshooting, self-healing, and fleet-wide orchestration. 
Learn more.