headroom
Compress tool outputs and RAG chunks to cut agent token usage.
About headroom
headroom compresses tool outputs, logs, files, and RAG chunks before they ever reach the LLM. The claim: 20% fewer tokens for coding agents and 60–95% fewer for JSON — with the same answers.
It ships as a library, a proxy, and an MCP server, so you can drop it into an existing agent stack without rewriting your pipeline. For anyone burning context window on noisy tool results, it is a cheap efficiency win.
The facts
- Type
- Github
- Tags
- AIDeveloper ToolsAPI
- Listed
- July 22, 2026
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