Develop tools to:

• collect must-gathers (equivalent to oc adm must-gather) and support all options supported by the oc tooling
• analyze must-gathers

Develop a detailed system prompt that helps set the context for agents to capture must-gathers and also analyze the must-gather data to narrow down the root cause of issues.

Integrate with OpenShift Lightspeed directly or using a must-gather agent in the middle.

The collection and analysis tools can run as separate MCP servers, so as not to confuse the agent/LLM with the available tooling, but this can even be done dynamically.  kubernetes-mcp-server seems to be the collaboration place for all OCP related tooling. 

A high level proposal is defined here