Risk-Aware Trading Agents
jackson-cmd/risk-aware-trading-agents
AI trading agents for US stocks: point-in-time news backtests, a frozen 2026 market, paper trading
- GitHub stars
- 112
- tools
- 21
- transport
- STDIO
- last updated
- Nov 13, 2026
Tools
21 toolsPublic tool metadata for what this MCP can expose to an agent.
market_regimeGet the current market regime and upcoming macro events.
Get the current market regime and upcoming macro events.
No parameter schema in public metadata yet.
scanScan a stock list for trading setups.
Scan a stock list for trading setups.
No parameter schema in public metadata yet.
analyze_stockAnalyze a single stock.
Analyze a single stock.
No parameter schema in public metadata yet.
stock_newsGet cross-verified news for a stock.
Get cross-verified news for a stock.
No parameter schema in public metadata yet.
list_strategiesList available trading strategies.
List available trading strategies.
No parameter schema in public metadata yet.
backtestBacktest a built-in strategy.
Backtest a built-in strategy.
No parameter schema in public metadata yet.
strategy_guideRead the guide for writing a strategy.
Read the guide for writing a strategy.
No parameter schema in public metadata yet.
backtest_codeBacktest a strategy written as Python code.
Backtest a strategy written as Python code.
No parameter schema in public metadata yet.
agents_leaderboardShow the paper-trading agents leaderboard.
Show the paper-trading agents leaderboard.
No parameter schema in public metadata yet.
agent_detailShow details for one paper-trading agent.
Show details for one paper-trading agent.
No parameter schema in public metadata yet.
agent_decisionsShow how an agent made its decisions.
Show how an agent made its decisions.
No parameter schema in public metadata yet.
agents_createCreate a paper-trading agent.
Create a paper-trading agent.
No parameter schema in public metadata yet.
agents_runRun paper-trading agents now.
Run paper-trading agents now.
No parameter schema in public metadata yet.
research_guideRead the research kit guide.
Read the research kit guide.
No parameter schema in public metadata yet.
market_dayGet the market data for a given day.
Get the market data for a given day.
No parameter schema in public metadata yet.
run_experimentRun a frozen research experiment.
Run a frozen research experiment.
No parameter schema in public metadata yet.
list_experimentsList research experiments.
List research experiments.
No parameter schema in public metadata yet.
experiment_reportGet the report for a research experiment.
Get the report for a research experiment.
No parameter schema in public metadata yet.
trading_session_startStart a trading session.
Start a trading session.
No parameter schema in public metadata yet.
trading_session_stepAdvance a trading session by one step.
Advance a trading session by one step.
No parameter schema in public metadata yet.
trading_session_statusGet the status of a trading session.
Get the status of a trading session.
No parameter schema in public metadata yet.
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Risk-Aware Trading Agents · 风险感知交易智能体: AI trading agents for US stocks, with news backtests that cannot see the future
AI trading agents for US stocks that check the macro calendar, the fear index and verified news before they buy.
Market regimes from VIX and the FOMC / CPI calendar · dip buying with an earnings check · a 30% cash floor · cross-verified news · paper-trading agents ranked against SPY · news backtests that cannot see the future · frozen 2020, 2022 and 2026 markets for research · LLM agents over MCP · paper and live trading on 10 brokers.
🌐 Website · 中文说明 → README_zh.md · 🚀 Quick start · 🆕 What's new · 🔬 Research kit · 🔗 MCP · 📸 Screenshots · Changelog
Details
- Repository
- github.com/jackson-cmd/risk-aware-trading-agents
- Website
- jackson-cmd.github.io/risk-aware-trading-agents
- Category
- Finance & Commerce
- Package
risk-aware-trading-agents- Transport
- STDIO
- Registry
- MCP registry, active
