A Model Context Protocol (MCP) server that provides file system context to Large Language Models (LLMs). This server enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.

Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.