#2 · Primary category: Financial Data & Analytics Platforms

daily_stock_analysis

a-stock ai-agent aigc llm quant quantitative-finance quantitative-trading

LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.

Project last updated:08/29/26

GitHub Stars

64.3K

Forks

53.9K

Contributors

117

License

MIT

Why we included this project

Most people who follow stocks across several markets end up juggling a dozen tabs for quotes, news, and charts. This project collapses that into one daily routine: give it a watchlist covering A-shares, Hong Kong, US, Japan, Korea, or Taiwan, and it pulls quotes, technical indicators, fundamentals, and news from free and token-based sources, then has an LLM write a scored verdict per ticker with trend, buy/sell levels, risk alerts, and catalysts. The results show up in a web or desktop workspace, or get pushed to WeChat Work, Feishu, Telegram, Discord, Slack, or email, so the report lands where you already check messages. The part that stands out for individual investors is the cost: you can fork the repo and run the whole thing on GitHub Actions with no server to rent. There's also a multi-turn agent-style Q&A over 15 built-in strategies for when you want to dig into a specific signal instead of just reading the daily summary.

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