headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. Maintained by headroomlabs-ai on GitHub, where it has earned 59,005 stars from the community.

It's actively developed around agent, ai, anthropic, and is a solid reference for anyone building with these tools.