Value Statement

Build a chatbot to automate ACM resource creation, resource analysis, and knowledge retrieval, supporting tasks like policy and placement generation, and footprint analysis for multicluster management.

Create Multi-Cluster MCP Server provides a gateway for Generative AI (GenAI) systems to interact with multiple Kubernetes clusters through the Model Context Protocol (MCP). Use it facilitates comprehensive operations on Kubernetes resources, streamlined multi-cluster management, and delivered interactive cluster observability.
Note: The multi-cluster is based on ACM https://github.com/yanmxa/multicluster-mcp-server https://docs.google.com/document/d/1p-SOLsPyWL3SFZyRokPXNTy8GmmQR43jcOO91f_N1mU/edit?tab=t.0#heading=h.cmlgqy9vu9is

Customized for ACM and built on the MCP server, this tool streamlines interaction with ACM clusters through natural language. It supports both core and advanced tasks—such as cluster lifecycle management, resource discovery, policy generation, and cross-cluster metric analysis.

Definition of Done for Engineering Story Owner (Checklist)

• ...

Development Complete

• The code is complete.
• Functionality is working.
• Any required downstream Docker file changes are made.

Tests Automated

• [ ] Unit/function tests have been automated and incorporated into the
  build.
• [ ] 100% automated unit/function test coverage for new or changed APIs.

Secure Design

• [ ] Security has been assessed and incorporated into your threat model.

Multidisciplinary Teams Readiness

• [ ] Create an informative documentation issue using the [Customer
  Portal_doc_issue template](
  https://github.com/stolostron/backlog/issues/new?assignees=&labels=squad%3Adoc&template=doc_issue.md&title=),
  and ensure doc acceptance criteria is met. Link the development issue to
  the doc issue.
• [ ] Provide input to the QE team, and ensure QE acceptance criteria
  (established between story owner and QE focal) are met.

Support Readiness

• [ ] The must-gather script has been updated.