Quant Finance MCP Server for Stock Analysis and Options Analytics - HPSILab

Created By

HPSILaba month ago

Quantitative finance MCP server for stock analysis, options analytics, implied volatility intelligence, Monte Carlo simulations, AI market signals, and strategy backtesting. Use HPSILab with Claude, Cursor, ChatGPT Agents, Cline, Windsurf, and other MCP-compatible clients to give AI agents institutional-grade quantitative analysis for US equities and options through a single API-backed platform. Built for active investors, options traders, quantitative developers, financial research teams, and AI agent builders who need explainable market intelligence—not generic AI chat.

# options-analytics

# black-scholes

Overview Content Tools Comments

Overview

H|ψ⟩ Quantum Finance — Options Analytics & Quantum ML MCP

Most finance MCP servers wrap a market data API and leave the math to your agent. H|ψ⟩ Quantum Finance does the opposite: it's a full analytical engine exposed as MCP tools, built for AI agents that need computed answers, not raw numbers to crunch themselves.

What makes this different

Full options Greeks via Black-Scholes, not just spot prices
IV surface modeling across strikes and expirations
Monte Carlo simulation with configurable distributions
Multi-leg options strategy backtesting
Regime-aware ML pipeline with quantum ML (Qiskit/VQC) predictions
Treasury-rate-aware forecasting (2Y/10Y yield spread features)

Tools

Free tier (no auth required)

analyze_stock — full stock analysis with technicals and options context
get_iv_radar — implied volatility surface scan
get_option_pressure — options market pressure/positioning signal
get_monte_carlo — Monte Carlo price simulation

Pro tier (API key required)

get_ai_prediction — regime-aware quantum ML prediction
get_equity_curves — backtested equity curve generation
generate_strategy — multi-leg options strategy generation

Setup

```json { "mcpServers": { "hpsilab": { "type": "streamable-http", "url": "https://hpsilab.com/mcp", "headers": { "Authorization": "Bearer hpsi_your_key" } } } } ```

Free tier tools work without an Authorization header. Get a Pro API key at hpsilab.com.

Best for

Quant researchers, options traders, and AI agents building trading copilots or portfolio risk tools that need computed analytics — not another data feed to layer logic on top of.

Server Config

{
  "mcpServers": {
    "hpsilab": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://hpsilab.com/mcp",
        "--header",
        "Authorization: Bearer hpsi_your_key"
      ]
    }
  }
}

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