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How to connect Pi, OpenCode, Hermes or Codex to a local Magnitude model with Magnitude

Use Magnitude's one-click agent connections to run your coding agent on a fast local model.

Short answer: Install Magnitude and download a coding model; then use the one click connection for Pi, OpenCode, Hermes or Codex; run several agent sessions at once; they share prefix caches. All steps.

Who it is forA developer who wants a coding agent with no API bill and code that stays on their machine.

The problemPointing agents at local servers usually means hand-editing base URLs and model names.

The outcomeYour coding agent running against a local, hardware-tuned model.

What you need first

  • macOS, Windows or Linux (x64 or ARM64)
  • Apple Silicon, NVIDIA, AMD or Intel GPU, or a CPU only
  • Enough memory for the model you choose

Steps

  1. Install Magnitude and download a coding model
  2. Use the one click connection for Pi, OpenCode, Hermes or Codex
  3. Run several agent sessions at once; they share prefix caches
  4. Watch memory: quantized KV is freed when agents stop

Prompt for your agent

Connect <Pi or OpenCode or Hermes or Codex> to magnitudedev/magnitude with the best coding model my machine can run, then run a small task in <repo> to check speed and quality.

Caveat. This card is written from the magnitudedev/magnitude README, not from a test run by Deduped. Before you start, make sure you have macOS, Windows or Linux. Check the repo for newer instructions before you rely on these steps.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for magnitudedev/magnitude and "Connect Pi, OpenCode, Hermes or Codex to a local Magnitude model"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

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