H|ψ⟩ Quantum Finance — Quantum ML Trading Analytics

by haiyunsky

267 downloads

Not rated

GitHub

Finance

About

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

Details

Author: haiyunsky
Downloads: 267
Categories: Finance

- 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

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name H|ψ⟩ Quantum Finance — Quantum ML Trading Analytics

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

From the repository

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.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "h|\u03c8\u27e9 quantum finance \u2014 quantum ml trading analytics": {
            "hpsilab": {
                "command": "python",
                "args": [
                    "E:\\apps\\quantum_app\\mcp_server\\server.py"
                ],
                "env": {
                    "HPSILAB_TOKEN": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIyMSIsImV4cCI6MTc4MTk3NDE1NX0.wqrbcjogKvplt1ihdO8qDweQbSr7Z6L7uz7KQUDjfVM"
                }
            }
        }
    }
}

McpServers

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

H|ψ⟩ Quantum Finance MCP server gives Claude real-time access to institutional-grade trading analytics powered by Quantum State Vectors and ensemble ML.

5 tools available:

- get_iv_radar — Options IV structure, squeeze score, risk reversal, and volatility regime for any ticker. Free for all users.
- get_monte_carlo — 10-day Monte Carlo simulation with 5,000 paths. Returns 90% probability range, mean simulated close, and upside probability. Pro required.
- get_ai_prediction — Next-session up probability with ensemble confidence. Three models vote: Random Forest, Logistic Regression, Ensemble. Pro required.
- get_equity_curves — Strategy performance tracking with Sharpe ratio, max drawdown, win rate, and total return. Pro required.
- get_option_pressure — Option Chain Pressure Map with Max Pain, Dealer Gamma Wall, Likely Weekly High, and Extreme Squeeze targets. Pro required.

Free tier: get_iv_radar + predictions for NVDA/AAPL/TSLA
Pro tier: $9.99/month — full access to all 5 tools

Platform: hpsilab.com
Available in English · 中文 · 日本語

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