Problem

According to this comment, CrateDB's llms-full.txt weighs in rather heavy, with a token usage on OpenAI of:

{"input": 212817, "output": 1139, "total": 213956}

Solution

Instead of feeding the full uncompressed knowledge context, either serve individual elements on demand per MCP, or try to compress it.

• Outline: Expand into MCP server #6
• llm-min.txt: Min.js-style compression to reduce LLM context size #30