risk-aware-trading-agents

active

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

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

Get it

Repository: github.com/jackson-cmd/risk-aware-trading-agents
Package: pypi: risk-aware-trading-agents
Run (stdio): uvx risk-aware-trading-agents
The usual command for this package registry; check the repository README for required settings.
License: MIT
Last update: 2026-11-14
GitHub stars: ★ 141
Homepage: jackson-cmd.github.io/risk-aware-trading-agents/

ai-trading algorithmic-trading alpaca backtesting financial-news interactive-brokers llm llm-agents llm-benchmark llm-evaluation look-ahead-bias mcp-server

Listed in

github · source

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.