{
 "schema_version": 1,
 "generated": "2026-10-26",
 "repo": "HKUDS/Vibe-Trading",
 "name": "Vibe-Trading",
 "owner": "HKUDS",
 "slug": "hkuds-vibe-trading",
 "github": "https://github.com/HKUDS/Vibe-Trading",
 "what": "Vibe-Trading is HKUDS's personal trading agent: you describe research or a strategy in plain English and it fetches market data, writes and runs backtests, and reports return, drawdown and other metrics. Recent releases add daily paper trading against completed bars with saved paper accounts, a large Alpha Zoo of factors, email and chat reports, many LLM providers and an MCP server so other agents can use its tools. Not financial advice: paper trade first, and remember you can lose money.",
 "why": "37k stars, talked about in 2 AI sources we track",
 "language": "Python",
 "requirements": [
  "Python 3.11 or later for a local install, or Docker",
  "An LLM API key from a supported provider, or Ollama locally",
  "Market data works without keys for many markets through free fallbacks"
 ],
 "audience_note": "Developers and quant learners who want an agent to draft, backtest and paper trade strategies from plain English, or to give their own agent trading research tools.",
 "risk": "sensitive",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Money",
 "url": "https://dedupedai.com/use-cases/hkuds-vibe-trading/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "hkuds-vibe-trading--backtest-a-strategy-from-plain-english",
   "title": "Backtest a trading strategy described in plain English",
   "best": true,
   "url": "https://dedupedai.com/use-cases/hkuds-vibe-trading/backtest-a-strategy-from-plain-english/",
   "json": "https://dedupedai.com/use-cases/u/hkuds-vibe-trading/backtest-a-strategy-from-plain-english.json"
  },
  {
   "id": "hkuds-vibe-trading--paper-trade-a-strategy-on-daily-bars",
   "title": "Paper trade a strategy on daily bars",
   "best": false,
   "url": "https://dedupedai.com/use-cases/hkuds-vibe-trading/paper-trade-a-strategy-on-daily-bars/",
   "json": "https://dedupedai.com/use-cases/u/hkuds-vibe-trading/paper-trade-a-strategy-on-daily-bars.json"
  },
  {
   "id": "hkuds-vibe-trading--give-your-agent-trading-research-tools-over-mcp",
   "title": "Give your coding agent trading research tools over MCP",
   "best": false,
   "url": "https://dedupedai.com/use-cases/hkuds-vibe-trading/give-your-agent-trading-research-tools-over-mcp/",
   "json": "https://dedupedai.com/use-cases/u/hkuds-vibe-trading/give-your-agent-trading-research-tools-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."
}