🧠 Fully personalized AI MCP stacks
~240 MCPs wired into Claude Code so the AI can actually OPERATE the stack — flip services between nodes, restart daemons, audit router configs, query node states, run backups. Not just describe them. The LLM has hands. This is what most people miss when they hear "AI-augmented stack" — the model isn't a chatbot helping me write commands, it's a co-operator with tools.
Concrete example — port management on my two OpenWRT routers. Old way: SSH, edit /etc/config/firewall in vi, restart firewall, hope I didn't typo, curl from outside to verify. Five minutes of context-switching and finger-trembling per port.
New way: I tell Claude in plain English "open port 8081 forwarding to 192.168.2.50 on the EU router." It calls friendlywrt_port_forward_add, the UCI gets written cleanly, the firewall reloads itself, the change is audit-logged, and I get back the confirmation.
From thought to live port in seconds. No vi, no man pages, no second-guessing — and the change is reviewable in version control because Forgejo is self-hosted.
~240 MCPs wired into Claude Code so the AI can actually OPERATE the stack — flip services between nodes, restart daemons, audit router configs, query node states, run backups. Not just describe them. The LLM has hands. This is what most people miss when they hear "AI-augmented stack" — the model isn't a chatbot helping me write commands, it's a co-operator with tools.
Concrete example — port management on my two OpenWRT routers. Old way: SSH, edit /etc/config/firewall in vi, restart firewall, hope I didn't typo, curl from outside to verify. Five minutes of context-switching and finger-trembling per port.
New way: I tell Claude in plain English "open port 8081 forwarding to 192.168.2.50 on the EU router." It calls friendlywrt_port_forward_add, the UCI gets written cleanly, the firewall reloads itself, the change is audit-logged, and I get back the confirmation.
From thought to live port in seconds. No vi, no man pages, no second-guessing — and the change is reviewable in version control because Forgejo is self-hosted.
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