Kubernetes MCP Agent

A simple MCP server and LangGraph based agent to manage Kubernetes environment.

Available Tools

• get pods
• get pod logs
• restart deployment
• scale deployment
• detect crashloop

Local testing

• Start minikube (single-node kubernetes cluster)

minikube start

• Start MCP server

cd k8s-mcp-server/
python3 mcp_server.py

• Update Groq api key in k8s-agent/mcp_langgraph_client.py line 17

• Start LangGraph Agent

cd k8s-agent/
python3 mcp_langgraph_client.py

• Start chatting with the Agent

User> get pods in default namespace

Agent>


Here are the pods in the `default` namespace:

- **mcp-k8s-server-6f579b5dd7-99gcq**
  Status: Running | Node: minikube |
All pods are currently running on the `minikube` node. Let me know if you'd like details about a specific pod!

User> get logs for pod mcp-k8s-server-6f579b5dd7-99gcq

Agent>

Integrate with Claude

• Integrate MCP server with Claude using config file.