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Tool Attention Is All You Need: Dynamic Tool Gating and Lazy Schema Loading For Eliminating The MCP/Tools Tax in Scalable Agentic Workflows by oliviawangnetwork11 is a document available to read on EtoBox.

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The document introduces Tool Attention, a middleware mechanism designed to address the inefficiencies of the Model Context Protocol (MCP) in large language model (LLM) workflows, which incurs a significant overhead known as the Tools Tax. By implementing a dynamic tool gating and lazy schema loading approach, Tool Attention reduces per-turn tool tokens by 95% and improves effective context utilization from 24% to 91%. The paper provides a theoretical framework, a reference implementation, and evaluates the

Author

oliviawangnetwork11

Language

EN