Meet Contextual

About

Contextual is a local-first command line and MCP daemon that provides any AI coding assistant, such as Claude Code, Cursor, or Copilot, with a lasting and structurally precise memory of your codebase. This memory is constructed from an actual dependency graph and AST parsing, avoiding reliance on text similarity or estimations. No portion of your code ever transmits from your computer. It takes five minutes to contextualize fifty thousand lines of code, with a median recall latency of 94.5 milliseconds, enabling your AI tools to understand your code as thoroughly as you do.