H|ψ⟩ Quantum Finance — Quantum ML Trading Analytics

@haiyunsky

About H|ψ⟩ Quantum Finance — Quantum ML Trading Analytics

Real-time quantum ML trading analytics — IV Radar, Monte Carlo simulation, AI predictions, and options pressure maps for any ticker. Built on Quantum State Vectors and ensemble ML. Free + Pro ($9.99/mo). hpsilab.com

#finance #trading #options #quantitative #quantum #ml #stocks #volatility #monte-carlo #iv-radar

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "hpsilab": {
      "command": "python",
      "args": [
        "E:\\apps\\quantum_app\\mcp_server\\server.py"
      ],
      "env": {
        "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
      }
    }
  }
}

Tools

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Overview

What is H|ψ⟩ Quantum Finance — Quantum ML Trading Analytics?

H|ψ⟩ Quantum Finance is an MCP server that gives Claude real-time access to institutional-grade trading analytics powered by Quantum State Vectors and ensemble machine learning. It is designed for traders and quantitative analysts who want AI-driven market insights through five specialized tools.

How to use H|ψ⟩ Quantum Finance — Quantum ML Trading Analytics?

Install the server, then invoke any of five tools via Claude: get_iv_radar, get_monte_carlo, get_ai_prediction, get_equity_curves, or get_option_pressure. A free tier provides limited access to get_iv_radar and predictions for NVDA, AAPL, and TSLA; the Pro tier ($9.99/month) unlocks all tools.

Key features of H|ψ⟩ Quantum Finance — Quantum ML Trading Analytics

Options IV structure, squeeze score, and volatility regime analysis
10-day Monte Carlo simulation with 5,000 price paths
Next-session upside probability from a three-model ensemble
Strategy performance tracking with Sharpe ratio and drawdown
Option chain pressure map with Max Pain and gamma walls

Use cases of H|ψ⟩ Quantum Finance — Quantum ML Trading Analytics

Scan option implied volatility and risk reversal signals for any ticker
Run probabilistic price simulations to assess short-term risk/reward
Aggregate predictions from Random Forest, Logistic Regression, and Ensemble models
Monitor and compare historical strategy metrics including win rate and total return
Identify dealer gamma positioning and extreme squeeze targets

FAQ from H|ψ⟩ Quantum Finance — Quantum ML Trading Analytics

Which tools are free?

get_iv_radar is free for all users, and predictions are free for tickers NVDA, AAPL, and TSLA.

What does the Pro tier cost and include?

Pro tier is $9.99/month and grants full access to all five tools: get_iv_radar, get_monte_carlo, get_ai_prediction, get_equity_curves, and get_option_pressure.

How does the AI prediction work?

get_ai_prediction returns a next-session upside probability based on ensemble confidence, with three models voting: Random Forest, Logistic Regression, and Ensemble.

What platform hosts this service?

The service is hosted at hpsilab.com and is available in English, Chinese, and Japanese.

Is there a Monte Carlo simulation available?

Yes — get_monte_carlo runs a 10-day simulation with 5,000 paths, returning the 90% probability range, mean simulated close, and upside probability. This tool requires a Pro subscription.

Frequently asked questions

Which tools are free?

`get_iv_radar` is free for all users, and predictions are free for tickers NVDA, AAPL, and TSLA.

What does the Pro tier cost and include?

Pro tier is $9.99/month and grants full access to all five tools: `get_iv_radar`, `get_monte_carlo`, `get_ai_prediction`, `get_equity_curves`, and `get_option_pressure`.

How does the AI prediction work?

`get_ai_prediction` returns a next-session upside probability based on ensemble confidence, with three models voting: Random Forest, Logistic Regression, and Ensemble.

What platform hosts this service?

The service is hosted at hpsilab.com and is available in English, Chinese, and Japanese.

Is there a Monte Carlo simulation available?

Yes — `get_monte_carlo` runs a 10-day simulation with 5,000 paths, returning the 90% probability range, mean simulated close, and upside probability. This tool requires a Pro subscription.