The repository adopts a modular design. It uses distinct directories for providers, tools, context management, UI components, and monitoring. The documentation mentions CLI commands, MCP server mode, and MCP client mode, indicating a multi-faceted approach. The code supports both command-line interaction and API-based integration, suggesting a flexible architecture suitable for diverse use cases.