Magnitude is an open-source inference server designed to run optimized local AI models tailored to the user's hardware. It integrates directly with popular agent frameworks, including Pi, OpenCode, Hermes, OpenClaw, Codex, Claude Code, Oh My Pi, and Cline. The tool enables developers to leverage local model inference without requiring cloud-based services.