get_iv_radar
Implied-volatility (IV) structure for a stock: how expensive options are,
whether volatility is being squeezed, and whether traders are paying up for
upside (calls) or downside (puts). Available to all signed-in users.
Args:
ticker: Stock symbol, e.g. "NVDA".
refresh: Bypass the backend's fresh IV cache and request the latest
option-chain pull. Defaults to False.
get_monte_carlo
Monte Carlo price simulation for the next ~10 trading days: thousands of
random price paths estimate a likely price range and the odds of finishing
higher.
Args:
ticker: Stock symbol, e.g. "AAPL".
get_ai_prediction
AI next-day prediction: probability the stock closes UP, a plain
buy/watch/sell-lean signal, and how strongly the models agree (consensus).
Available for any authenticated user's ticker.
Args:
ticker: Stock symbol, e.g. "TSLA".
get_equity_curves
Backtest performance of the quant strategy across your watchlist:
Sharpe ratio, max drawdown, win rate and total return per symbol.
Args:
ticker: Optional symbol to show just one row, e.g. "SPY". Leave blank for all.
get_option_pressure
Option-chain pressure map for the nearest weekly/monthly expiry — Max
Pain, dealer Gamma Wall, likely weekly high, and an extreme squeeze target.
Args:
ticker: Stock symbol, e.g. "SPY".
analyze_stock
Aggregate all quant tools into one JSON stock analysis.
The tool reuses the existing MCP tools as its data sources, then derives a
direction signal, direction score, bullish factors, bearish factors and
plain-English summary. If one underlying tool is gated, unavailable or
raises an error, the remaining tools still contribute to the final result.
Args:
symbol: Stock symbol, e.g. "NVDA".
refresh: Request fresh IV Radar data instead of using the backend's
fresh IV cache. Defaults to False.