Magnitude auto-profiles your hardware → picks optimal local models → downloads, tunes & runs them for you

Plugs into Claude Code, Codex, OpenClaw, Cline etc.

Zero cloud dependency. Zero guesswork. Just the right model for your rig.

Github repo in thread