Shipped: HPSILab — Quant Finance MCP Server

Check the risk before every trade: pre-trade risk scans, options pressure and Monte Carlo ranges for traders and AI agents, over MCP and REST.

Generic market feeds tell an AI agent what happened. HPSILab tells it what the risk looks like before it acts.

One pip install -U hpsilab-mcp gives Claude Code, Codex or any MCP client:

• Pre-Trade Check: a stock's risk vs the SPY benchmark, sizing checks, sector exposure and correlation with what you already hold
• Options structure: IV radar, gamma wall, call/put walls and max pain for the nearest expiry
• Monte Carlo: 10-day price range and odds of finishing higher
• Next-day probability with model agreement, plus backtested equity curves
• Grover Picks: quantum search for the best 1–3 stock portfolio in a watchlist, checked against the classical best

Coverage: US, Japan, Hong Kong, China A-shares and Singapore (options data for US stocks and ETFs).
Every prediction and option level is recorded before the outcome and scored after it, misses included: hpsilab.com/accuracy
Research only. HPSILab never executes trades.

Free: watch 3 stocks with daily risk alerts. Trader/Developer: $19/mo.