A Model Context Protocol (MCP) server exposing analytical tools over a local snapshot of the Tadawul (Saudi Stock Exchange) Main Market — built so an LLM-with-search **cannot** replicate the value: universe-wide screening, multi-stock statistics, true total returns, and risk metrics computed deterministically from cached price history.