# k8s-lookout > Cluster diagnostics for AI troubleshooting agents: one binary with three surfaces — the lookout CLI, an MCP server (lookout mcp), and an in-cluster sentinel (lookout watch). Read-only against the cluster, secret-safe, token-dense output. Start at "Using k8s-lookout from an AI agent" for install and setup tasks. ## Documentation Sets - [Abridged documentation](https://go-steer.github.io/k8s-lookout/llms-small.txt): a compact version of the documentation for k8s-lookout, with non-essential content removed - [Complete documentation](https://go-steer.github.io/k8s-lookout/llms-full.txt): the full documentation for k8s-lookout ## Notes - The complete documentation includes all content from the official documentation - The content is automatically generated from the same source as the official documentation