AI Engineering

Jan 20, 2026 · Artificial Intelligence

How mcpx Cuts Token Overhead in MCP Tool Calls for Local LLMs

The article explains how mcpx reduces MCP tool definition tokens from tens of thousands to a few hundred by discovering tools at execution time, improving accuracy and speed for local large language models while preserving prompt cache integrity.