QuantRisk-MCP-Server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| QUANTRISK_API_KEY | Yes | Your QuantRisk API key. Get a free key at https://quantrisk.dev/signup |
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| analyze_riskB | Calculate core risk metrics for a portfolio — Value at Risk (VaR), Conditional VaR (CVaR), volatility, beta, and max drawdown. |
| monte_carlo_simulationB | Run Monte Carlo simulation on a portfolio to model the distribution of future returns, including percentile outcomes and probability of loss. |
| stress_testA | Stress test a portfolio against historical crisis scenarios (GFC 2008, COVID 2020, etc.) or custom shocks (paid tier). |
| optimize_portfolioA | Find the optimal portfolio allocation using mean-variance optimization. Supports max Sharpe, min variance, and target return objectives. Paid tier only. |
| correlation_matrixB | Compute the pairwise correlation matrix for a set of assets. Identifies highly correlated pairs and diversification opportunities. |
| performance_attributionC | Break down portfolio performance into factor exposures, sector allocation, and position contributions. Computes Sharpe, Sortino, Treynor, Calmar, and Information ratios. |
| sector_exposureA | Break down portfolio exposure by GICS sector, market cap, and asset class. Returns concentration metrics including the Herfindahl-Hirschman Index. |
| price_historyA | Fetch historical OHLCV price data for one or more tickers. Free tier: 1 ticker, 252 days. Paid tier: up to 20 tickers, 1260 days. |
| compare_portfoliosB | Compare two or more portfolio allocations head-to-head across all key risk and return metrics. Paid tier only. |
| calculate_greeksA | Calculate option Greeks (delta, gamma, theta, vega, rho) for individual options or an options portfolio. Uses Black-Scholes for European, binomial for American style. Paid tier only. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
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