Republic of Bean — Agentic AI Ordering System

Republic of Bean is a multi-agent conversational ordering system built with LangGraph and Claude API. The agent runs a tool/function-calling loop to handle multi-step processes — inventory lookup, order processing, and customer FAQ resolution — with minimal human intervention. A Model Context Protocol (MCP) layer exposes structured, PostgreSQL-backed internal APIs to the LLM as callable tools, making the agent's behavior auditable and the data layer cleanly separated from the orchestration logic. The system includes input validation, error recovery, and execution logging designed for the reliability requirements of sensitive-data workflows.