# Facts About the Crow Repository

1. **Crow is an AI agent orchestration system** that uses iterative refinement to complete complex tasks through multiple passes.

2. **The repository includes MCP (Model Context Protocol) integration** with async support for connecting to external tools and services.

3. **Crow uses a pipeline-based architecture** with task queues, conversation memory, and streaming capabilities for efficient task processing.

4. **The project includes comprehensive testing infrastructure** with multiple test files for ACP (Agent Communication Protocol), conversation memory, and full workflow testing.
