quantitative-finance Tools

TSP是一个自托管、零运维的A股量化工作台，集成了选股、实时监控与策略回测功能。它利用LLM能力驱动策略定制、个股分析和复盘，解决了个人投资者缺乏专业量化工具和运维复杂性的痛点。该平台允许自由接入第三方数据源并进行个性化扩展，适合对A股市场有兴趣、希望进行系统化投资分析的个人开发者和量化爱好者使用。

Swarms is an end-to-end agent infrastructure platform designed for building production-grade autonomous systems. It provides the frameworks, interfaces, and cloud services needed to create complex multi-agent collaboration systems with advanced communication, memory, and simulation capabilities. It's built for teams and enterprises that need to ship reliable, scalable, and secure AI agent applications.

LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.

Free-stockdb is a local quantitative analysis engine designed for the Chinese A-share market. It solves the problem of slow, expensive, and unreliable access to historical stock data (daily K, minute K, ETF) by providing offline caching, incremental updates, and automatic adjustment for splits/dividends. It's built for quantitative traders, researchers, and developers who need fast, reliable, and private batch data queries, backtesting, and technical indicator calculations.

It's a systematic trading platform that transforms 5,000+ peer-reviewed academic papers into runnable Python strategies with clean, integrated datasets. It solves the problem of fragmented research, messy data, and complex implementation by providing a single workbench to backtest, modify, and deploy strategies. It's built for quantitative traders, researchers, and students who want to move from theory to live trading with industrial-grade tools and an active community.