#47 · Primary category: Financial Data & Analytics Platforms

PanWatch

a-share agent ai ai-agent akshare deepseek fastapi fintech langgraph llm mcp openai pwa quant self-hosted stock stock-analysis stock-market trading-agents trading-bot

PanWatch: Self-hosted AI market monitoring assistant integrating TradingAgents multi-agent investment decisions, with real-time tracking of A-shares, HK, and US stocks, portfolio management, intelligent analysis, and all-channel push notifications.

Project last updated:08/29/26

GitHub Stars

812

Forks

189

Contributors

2

License

MIT

Why we included this project

PanWatch is a self-hosted tool for people who track A-share, Hong Kong, and US positions and want more than a dashboard that just shows prices. It pairs real-time quotes and technical indicators with an AI analysis layer: click a holding and a multi-agent research team argues the bull and bear cases before a risk review, then hands back a decision memo, which gets pushed to Telegram, WeChat, or DingTalk. The same setup also covers pre-market strategy and post-close daily reports, with intraday anomaly alerts firing during trading hours, plus paper trading with net-value curves and multi-account aggregation. Because it runs on your own infrastructure, your holdings data stays under your control, and Docker gets a working setup in minutes. For solo traders or small teams that want AI-assisted decisions without sending portfolio data to a third party, it's a practical option.

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