jackson-cmd/risk-aware-trading-agents

AI trading agents for US stocks with news backtesting that can't see the future: a public LLM trading agent leaderboard (rta-bench-1), frozen point-in-time 2020/2022/2026 markets (prices, VIX, news), a look-ahead check on every run, LLM agents over MCP, and paper/live trading on 10 brokers. 风险感知美股交易智能体 · 新闻回测 · LLM 榜单

GitHub repository with 145 stars and 31 forks.

Language: Python

Topics: ai-trading, algorithmic-trading, alpaca, backtesting, financial-news, interactive-brokers, llm, llm-agents, llm-benchmark, llm-evaluation

Open provider repository

24h trend summary

Trending score 1.58, freshness score 0.94, stars gained +25, forks gained +11.

Latest metric snapshot

2026-11-15: 145 stars and 31 forks.

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