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Aixy Blog

Notes on MCP, AI infrastructure, and engineering at Aixy.

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MCP

When MCP tools fill the context before the work begins

Growing MCP catalogs consume model context before work begins. We examine discovery, encoding and the measurements from our experiments, including what they leave unresolved.