Headroom

Headroom saves context window by compressing large tool outputs and retrieving originals later.

Upstream: https://github.com/headroomlabs-ai/headroom

Resolve

1. MCP tools present in session (headroom_compress, headroom_retrieve, …) → use them
2. Else CLI: headroom --help / $env:HEADROOM_CMD
3. Else recommend install

Install recommendation

pip install "headroom-ai[mcp]"     # tools only
pip install "headroom-ai[proxy]"   # proxy + tools
headroom mcp install               # where supported (e.g. Claude Code)