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Guide to automating Minecraft server ops on Linux with Bash and AI: deploy PaperMC with screen, then use OpenAI or local Ollama to read logs, summarize issues, and trigger safe playbooks (noop/broadcast/restart) via strict JSON. Includes ready-to-paste scripts, natural-language CLI, rolling backups, daily health summaries, cross-distro installs, and guardrails for privacy and reliability.