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tick-stock-panel

MCPOpen source

Self-hosted A-share quant workbench for stock screening, backtesting, monitoring, and AI analysis with MCP and Open API.

5.3kMIT

TSP自托管、零运维的 A 股「选股 + 监控 + 回测」量化工作台 | LLM能力驱使策略定制+个股分析+复盘 | 自由接入第三方数据源与个性化扩展数据 | 个人开源

Pros

  • +Self-hosted single Docker container with zero external database and local Parquet storage
  • +61 Open API endpoints plus 12 MCP tools for AI client integration
  • +25 built-in strategies, factor mining, and millisecond full-market scanning
  • +LLM-powered AI assistant for strategy customization, stock analysis, and review

Cons

  • −Focused on China A-share market, limiting use for other markets
  • −Requires self-hosting and Docker operational knowledge
  • −Explicitly not an investment or trading software, no AI stock recommendations

Target audience: Quantitative developers and A-share retail investors who want a self-hosted, AI-augmented stock screening, backtesting, and monitoring platform.

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