{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "hkuds-vibe-trading--give-your-agent-trading-research-tools-over-mcp",
 "repo": "HKUDS/Vibe-Trading",
 "repo_url": "https://github.com/HKUDS/Vibe-Trading",
 "repo_slug": "hkuds-vibe-trading",
 "title": "Give your coding agent trading research tools over MCP",
 "page_title": "How to give your coding agent trading research tools over MCP with Vibe Trading",
 "summary": "Run the Vibe Trading MCP server so Claude Code, Codex or another MCP client can fetch data and run backtests.",
 "who": "An agent user who wants market data, factor research and backtests inside the assistant they already use.",
 "problem": "General agents have no reliable market data or backtest engine of their own.",
 "outcome": "Your MCP client calling Vibe Trading tools for research and backtests, with trading connectors left off.",
 "steps": [
  "Install with `pip install -U vibe-trading-ai`",
  "Add an MCP server entry whose command is `vibe-trading-mcp` to your client config",
  "Set any environment variables in the client's env block, since a shell export does not reach a spawned server",
  "Start with a research-only smoke test: discover tools and run one market data or backtest request",
  "Only select a trading connector profile later, and prefer a paper profile"
 ],
 "agent_prompt": "Add HKUDS/Vibe-Trading as an MCP server (command vibe-trading-mcp) to <client>, list the tools it exposes, and run one backtest of <strategy> through it. Do not enable any trading connector.",
 "agents": [
  "claude-code",
  "codex",
  "cursor"
 ],
 "difficulty": "Intermediate",
 "time": "20 minutes",
 "basis": "readme",
 "caveat": "Shell tools stay off unless you opt in at startup; keep it that way for research. Not financial advice: paper trade first, and remember you can lose money.",
 "category": "Money",
 "tags": [
  "Money"
 ],
 "lang": "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"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/hkuds-vibe-trading/give-your-agent-trading-research-tools-over-mcp/",
 "md": "https://dedupedai.com/use-cases/hkuds-vibe-trading/give-your-agent-trading-research-tools-over-mcp/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/hkuds-vibe-trading--give-your-agent-trading-research-tools-over-mcp.json",
 "api_version": "v1"
}