Engram provides long-term memory capabilities to AI coding agents that otherwise lose context when sessions end. It runs as a single Go binary backed by SQLite with full-text search, exposing functionality via MCP server, HTTP API, CLI, and TUI. The system works with any agent supporting the Model Context Protocol including Claude Code, OpenCode, Gemini CLI, Codex, Cursor, and Windsurf.