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Unlock secure, scriptable AI on Linux with Model Context Protocol: a Bash-first guide to exposing tools as least-privilege MCP servers over stdio/SSH/HTTP, with copy-paste installs (apt/dnf/zypper), hardened systemd user services, Podman/Docker sidecars, bubblewrap sandboxes, client configs, and journald-friendly troubleshooting—plus real-world examples—for composable, reproducible, remote workflows.