Magnitude
What it is
Magnitude is an open-source inference server that profiles local hardware to recommend and run the best local LLMs for agent workloads. It integrates with popular coding agents like Claude Code and Codex, handling model download, tuning, and lifecycle management to enable free, private, and offline usage.
The problem it solves
Developers using AI agents face high API costs, privacy risks from sending code to the cloud, and the complexity of manually configuring local LLMs (Ollama, etc.) to match their specific hardware constraints.
What you could use it for
- Running coding agents like Claude Code or Codex locally without API costs
- Executing private, offline LLM inference for sensitive codebases
- Automatically selecting and tuning LLMs based on available RAM and CPU/GPU capabilities
Read the source ↗Back to the library →
Summary written by an AI model from the source; check the source before you rely on it.