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Kubernetes MCP Server

@hariohmprasath

Repository

Basic information

Category

Cloud & Infrastructure

License

MIT

Transports

stdio

Author

hariohmprasath

About Kubernetes MCP Server

AI-Powered Kubernetes Management System: A platform combining natural language processing with Kubernetes management. Users can perform real-time diagnostics, resource monitoring, and smart log analysis. It simplifies Kubernetes management through conversational AI, providing a m

#kubernetes#ai#llm#mcp-server

Kubernetes MCP Server config

No standard config provided

This server doesn't expose a parseable MCP config block in its README. See the repository for install instructions.

Repository

Kubernetes MCP Server tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is 🎯 Kubernetes MCP Server?

An AI-powered Kubernetes management system that combines MCP (Model Context Protocol) server, agent mode, and K8s tools. It enables real-time diagnostics, resource monitoring, and smart log analysis through conversational AI, allowing users to manage Kubernetes clusters with natural language queries.

How to use 🎯 Kubernetes MCP Server?

Build with Maven, then run the MCP server jar (mcp-server-1.0-SNAPSHOT.jar) or the agent jar. Ensure JDK 17+, Maven 3.8+, and a configured ~/.kube/config file. For MCP host integration (e.g., Claude Desktop), refer to the mcp-server README. For agent mode with REST API, see the agent README.

Key features of 🎯 Kubernetes MCP Server

  • Natural language queries for cluster health and diagnostics
  • Network analysis (logs, ingresses, services, endpoints)
  • Storage management (PVs, PVCs, storage classes, capacity)
  • Job and CronJob analysis (running, failed, history)
  • Helm release management (list, upgrade, rollback, compare)
  • Pattern analysis in logs, events, and resource usage

Use cases of 🎯 Kubernetes MCP Server

  • Get real-time cluster health check via chat interface
  • Debug failing pods and high restart counts with plain English
  • Monitor storage volumes nearing capacity
  • Manage Helm releases (upgrade, rollback, compare values)
  • Analyze network topology and service endpoints effortlessly

Frequently asked questions

1

What runtime dependencies does 🎯 Kubernetes MCP Server require?

JDK 17 or later, Maven 3.8 or later, and a Kubernetes cluster with a properly configured `~/.kube/config` file.

2

How do I connect 🎯 Kubernetes MCP Server to Claude Desktop?

Follow the instructions in `mcp-server/README.md` for MCP host integration.

3

Can I use 🎯 Kubernetes MCP Server without an MCP host?

Yes, the agent mode provides a separate REST API for direct interaction.

4

What Kubernetes resources can this server analyze?

It can query pods, nodes, services, ingresses, persistent volumes, persistent volume claims, storage classes, jobs, CronJobs, and Helm releases.

5

Does 🎯 Kubernetes MCP Server modify cluster resources?

The README mentions tools for analysis and management (e.g., upgrading/rolling back Helm releases), but does not detail whether all operations are read-only.

Comments

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