{
 "schema_version": 1,
 "generated": "2026-10-26",
 "repo": "shy3130/tick-stock-panel",
 "name": "tick-stock-panel",
 "owner": "shy3130",
 "slug": "shy3130-tick-stock-panel",
 "github": "https://github.com/shy3130/tick-stock-panel",
 "what": "TSP (tick-stock-panel) is a self-hosted quant workbench for China A-shares that runs in one Docker container with local Parquet and DuckDB storage. It covers custom and AI generated strategies, factor research and mining, backtests with T+1, fees and slippage, intraday alerts, an AI chat assistant, 65 Open API endpoints with token scopes and an MCP server with 12 tools. The README says it is not investment software and does no AI stock picking. Not financial advice: paper trade first, and remember you can lose money.",
 "why": "6.3k stars, talked about in 2 AI sources we track",
 "language": "Python",
 "requirements": [
  "Docker (one container, no external database)",
  "Optional: a TickFlow API key or another plugged in data source",
  "Optional: an OpenAI compatible LLM endpoint for strategy generation and the chat assistant"
 ],
 "audience_note": "Developers researching China A-share strategies who want a local, scriptable workbench their own tools and AI clients can call.",
 "risk": "sensitive",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Money",
 "url": "https://dedupedai.com/use-cases/shy3130-tick-stock-panel/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "shy3130-tick-stock-panel--self-host-an-a-share-quant-workbench",
   "title": "Self-host an A-share quant workbench in one container",
   "best": true,
   "url": "https://dedupedai.com/use-cases/shy3130-tick-stock-panel/self-host-an-a-share-quant-workbench/",
   "json": "https://dedupedai.com/use-cases/u/shy3130-tick-stock-panel/self-host-an-a-share-quant-workbench.json"
  },
  {
   "id": "shy3130-tick-stock-panel--backtest-a-share-strategies-with-t1-and-fees",
   "title": "Backtest A-share strategies with T+1, fees and slippage",
   "best": false,
   "url": "https://dedupedai.com/use-cases/shy3130-tick-stock-panel/backtest-a-share-strategies-with-t1-and-fees/",
   "json": "https://dedupedai.com/use-cases/u/shy3130-tick-stock-panel/backtest-a-share-strategies-with-t1-and-fees.json"
  },
  {
   "id": "shy3130-tick-stock-panel--connect-an-ai-client-to-tsp-over-mcp",
   "title": "Connect an AI client to your quant workbench over MCP",
   "best": false,
   "url": "https://dedupedai.com/use-cases/shy3130-tick-stock-panel/connect-an-ai-client-to-tsp-over-mcp/",
   "json": "https://dedupedai.com/use-cases/u/shy3130-tick-stock-panel/connect-an-ai-client-to-tsp-over-mcp.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}