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Sounds like an opportunity for a live inventory context layer before an LLM makes recommendations

Check out UCP

do we need another protocol for this? seems like a stream data problem more than anything

Agreed, but “protocol” is changing its meaning. MCP is t really a protocol either.

They’re both better described as conventions, but whatever.