QuantOracle
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| PORT | No | Server port | |
| BACKEND_URL | No | QuantOracle REST API base URL | |
| FREE_DAILY_LIMIT | No | Free tier daily call limit per IP |
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {} |
| prompts | {} |
| resources | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| options_priceA | Black-Scholes pricing with 10 Greeks (delta through color). |
| options_implied-volA | Newton-Raphson implied volatility solver. Converges in 5-8 iterations. |
| options_strategyB | Multi-leg options strategy P&L, breakevens, max profit/loss, risk/reward. |
| risk_portfolioC | 22 risk metrics: Sharpe, Sortino, Calmar, Omega, VaR, CVaR, drawdown, skew, kurtosis. |
| risk_kellyB | Kelly Criterion: discrete (win/loss) or continuous (returns series) mode. |
| simulate_montecarloB | GBM Monte Carlo with contributions/withdrawals. Up to 5000 paths. |
| indicators_technicalC | 13 technical indicators + composite signals. |
| risk_correlation | N x N correlation and covariance matrices from return series. |
| risk_position-size | Fixed fractional position sizing with risk/reward targets. |
| risk_drawdown | Drawdown decomposition with underwater curve. |
| indicators_regime | Trend + volatility regime + composite risk classification. |
| indicators_crossover | Golden/death cross detection with signal history. |
| fixed-income_bond | Bond price, Macaulay/modified duration, convexity, DV01. |
| fixed-income_amortization | Full amortization schedule with extra payment savings analysis. |
| portfolio_optimize | Portfolio optimization: max Sharpe, min vol, or risk parity weights. |
| derivatives_binomial-tree | CRR binomial tree pricing for American and European options. |
| derivatives_barrier-option | Barrier option pricing using analytical formulas. |
| derivatives_asian-option | Asian option pricing: geometric closed-form or arithmetic approximation. |
| derivatives_lookback-option | Lookback option pricing (floating/fixed strike). |
| derivatives_option-chain-analysis | Option chain analytics: skew, max pain, put-call ratios. |
| derivatives_put-call-parity | Put-call parity check and arbitrage detection. |
| derivatives_volatility-surface | Build implied volatility surface from market data. |
| stats_linear-regression | OLS linear regression with R-squared, t-stats, and standard errors. |
| stats_polynomial-regression | Polynomial regression of degree n with goodness-of-fit metrics. |
| stats_cointegration | Engle-Granger cointegration test with hedge ratio and half-life. |
| stats_hurst-exponent | Hurst exponent via rescaled range (R/S) analysis. |
| stats_garch-forecast | GARCH(1,1) volatility forecast using maximum likelihood estimation. |
| stats_zscore | Rolling and static z-scores with extreme value detection. |
| stats_distribution-fit | Fit data to common distributions and rank by goodness of fit. |
| stats_correlation-matrix | Correlation and covariance matrices with optional eigenvalue decomposition. |
| crypto_impermanent-loss | Impermanent loss calculator for Uniswap v2/v3 AMM positions. |
| crypto_apy-apr-convert | Convert between APY and APR with configurable compounding frequency. |
| crypto_liquidation-price | Liquidation price calculator for leveraged positions. |
| crypto_funding-rate | Funding rate analysis with annualization and regime detection. |
| crypto_dex-slippage | DEX slippage estimator for constant-product AMM (x*y=k). |
| crypto_vesting-schedule | Token vesting schedule with cliff, linear/graded unlock, and TGE. |
| crypto_rebalance-threshold | Portfolio rebalance analyzer: drift detection and trade computation. |
| fx_interest-rate-parity | Interest rate parity calculator with arbitrage detection. |
| fx_purchasing-power-parity | Purchasing power parity fair value estimation. |
| fx_forward-rate | Bootstrap forward rates from a spot yield curve. |
| fx_carry-trade | Currency carry trade P&L decomposition. |
| macro_inflation-adjusted | Convert nominal returns to real returns using Fisher equation. |
| macro_taylor-rule | Taylor Rule interest rate prescription. |
| macro_real-yield | Real yield and breakeven inflation from nominal yields. |
| risk_var-parametric | Parametric Value-at-Risk and Conditional VaR. |
| risk_stress-test | Portfolio stress test across multiple scenarios. |
| options_payoff-diagram | Multi-leg options payoff diagram data generation. |
| fi_yield-curve-interpolate | Yield curve interpolation: linear, cubic spline, or Nelson-Siegel. |
| fi_credit-spread | Credit spread and Z-spread from bond price vs risk-free curve. |
| indicators_bollinger-bands | Bollinger Bands with %B, bandwidth, and squeeze detection. |
| indicators_fibonacci-retracement | Fibonacci retracement and extension levels. |
| indicators_atr | Average True Range with normalized ATR and volatility regime. |
| portfolio_risk-parity-weights | Equal risk contribution portfolio weights. |
| risk_transaction-cost | Transaction cost model: commission + spread + market impact estimation. |
| stats_probabilistic-sharpe | Probabilistic Sharpe Ratio — is the observed Sharpe statistically significant? Based on Bailey & Lopez de Prado (2012). |
| tvm_present-value | Present value of a future lump sum and/or annuity stream. |
| tvm_future-value | Future value of a present lump sum and/or annuity stream. |
| tvm_irr | Internal rate of return via Newton-Raphson. First cash flow is typically negative (investment). |
| tvm_npv | Net present value of a cash flow series at a given discount rate. |
| stats_realized-volatilityA | Realized volatility: close-to-close, Parkinson, Garman-Klass, Yang-Zhang from OHLC. |
| stats_normal-distributionC | Normal distribution: CDF, PDF, quantile, and confidence intervals. |
| stats_sharpe-ratioB | Standalone Sharpe ratio from a returns series. |
| tvm_cagrB | Compound Annual Growth Rate with optional forward projections. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
| quantoracle_usage | How to use QuantOracle tools effectively |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
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