JCP AI is a Wails-based desktop application that orchestrates multiple AI agents to discuss and analyze stock data. It integrates OpenAI-compatible LLM providers (DeepSeek, Gemini, Kimi, GLM) through a multi-agent collaboration system, with per-stock long-term memory and real-time market data visualization. The system uses intelligent scheduling for market hours and supports MCP extensions for extensible tooling.