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

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

by hpsilabOfficialWebsiteUpdated Jul 8, 2026

Real-time stock & options intelligence for AI agents with 8 institutional-grade quantitative finance tools.

iv radar
options pressure
monte carlo simulation
+7
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5.0

How to pay

Pick whichever fits your workflow — you can switch any time.

Subscribe

Monthly billing

Free

Predictable monthly cost with included usage. Best for steady, high-volume traffic.

  • Unlimited tools within plan limits
  • One API key, billed once a month
  • Cancel any time

Pay-per-call

Agent-native

$0.15 – $0.35 per call

Charge agents in USDC the moment they call a tool. No subscriptions, no signup — pay only for what you use.

  • 2 priced tools available
  • Settled in USDC on Base
  • No account or API key required

H|ψ⟩ Quantum Finance is an institutional-grade quantitative finance platform delivering real-time stock and options intelligence through MCP.

Connect ChatGPT, Claude, Cursor, VS Code, or any MCP-compatible AI agent to production-ready quantitative analytics—no infrastructure required.

Available tools include:

• Analyze Stock — Comprehensive AI-powered stock analysis

• AI Prediction — Next-day directional prediction using ensemble machine learning

• IV Radar — Implied volatility analysis and unusual IV detection

• Options Pressure — Options flow and market pressure analysis

• Monte Carlo Simulation — Multi-path price simulation with confidence intervals

• Black–Scholes Fair Value — Option pricing with Greeks and theoretical valuation

• Equity Curve Backtesting — Strategy performance, Sharpe ratio, and drawdown analysis

• Generate Stock Research Report — AI-generated institutional-style research reports

• pretrade_risk_scan — Full pre-trade risk scan JSON

Built for quantitative developers, AI engineers, and researchers integrating institutional-grade financial intelligence into LLM workflows.

Protocol: MCP 2025-03-26 · REST + SSE · Python SDK