The goal is to look into what approach can support environment-specific introspection using MCP with the performance and safety needed for production use.

Coordinate this with OpenShift Lightspeed team.

Questions to be answered as part of this investigation:

• What upstream projects can we use as the base of our work?
• What models are appropriate, are they working OOTB?
• What work is available to help guide the granularity of our MCP APIs?
• Apart from commands check whether we can also access logs ?
• Outline next steps for tools implementations.