**MCP server for AI coding agents** — persistent engineering memory, knowledge compounding, and spec-driven development workflows. Part of [TRW Framework](https://trwframework.com). > Every AI coding tool resets to zero. TRW **preserves state across sessions via the `.trw/` directory** — session-start recall replays prior learnings at every new session.