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Kubernetes MCP servers and agent skills

101 MCP servers and 224 agent skills connect AI assistants to Kubernetes. No official server yet.

Open-source system for deploying, scaling and managing containerised applications.

101 MCP servers224 skills0 officialCloud Native Computing Foundation

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Sorted: official first, then quality and activity.Show all, including less active listings

How AI connects to Kubernetes

Everything in a Kubernetes cluster goes through the API server, an HTTP API used to query and change objects such as Pods, Namespaces and ConfigMaps. kubectl and other tools call it for you, direct REST calls are possible, and the project provides client libraries. Each cluster publishes a discovery endpoint listing API groups and resources, plus full OpenAPI v2 and v3 schemas, which tools can read to learn what the cluster supports.

From the vendor's documentation: The Kubernetes API

Guides:MCP servers vs agent skillsConnecting MCP servers to AI clients

Questions

Is there an official Kubernetes MCP server?
Not that we have found. Every listing for Kubernetes on this page comes from the community; we add an official one as soon as the vendor publishes it.
Can Claude use Kubernetes?
Yes, through an MCP server. 101 MCP servers connect Claude and other AI assistants to Kubernetes; each listing shows how it connects and how to install it.
Are there agent skills for Kubernetes?
Yes: 224 skills are listed. Skills are folders of instructions (and sometimes scripts) that an agent loads when a task needs them.
Which AI clients do Kubernetes servers and skills support?
The listings on this page most often document vscode, claude-code, claude-desktop, cursor. Each listing shows the clients its own documentation names.