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Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
PORTNoServer port
BACKEND_URLNoQuantOracle REST API base URL
FREE_DAILY_LIMITNoFree tier daily call limit per IP

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{}
prompts
{}
resources
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
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

NameDescription
quantoracle_usageHow to use QuantOracle tools effectively

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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