Magnitude open-source local inference server: hardware-fit models for Codex / Claude Code / Cline / Hermes

Open-source magnitudedev/magnitude (Apache-2.0, ~3.1k stars) is a local inference server that profiles your hardware, recommends fitting local models, then downloads, tunes, and runs them — plugged into Codex, Claude Code, Cline, and Hermes. Models load on demand and unload when memory is tight, so coding agents can use local models without a separate stack.