The article introduces Serena, a new MCP (Model Communication Protocol) server designed to optimize token usage and reduce costs for users. It aims to protect against excessive token burning and provide a more economical solution for interacting with AI models. The protocol is presented as a significant advancement in managing AI communication expenses. AI
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RANK_REASON The article describes a proprietary protocol without providing sufficient technical detail or context to assess its impact, and the source is a personal blog post.