Get live stock quote from NSE — price, volume, day high/low, 52-week range, market cap. Example: get_stock_quote("RELIANCE")

Search stocks by name or symbol on NSE. Example: search_stocks("reliance") or search_stocks("INFY")

Get historical OHLC data for a stock. Dates in DD-MM-YYYY format. Example: get_stock_history("TCS", "01-01-2025", "01-06-2025")

Get today's top gaining stocks on NSE.

Get today's top losing stocks on NSE.

Get stocks at their 52-week high.

Get stocks at their 52-week low.

Get most active stocks by volume or value. Example: get_most_active_stocks("volume") or get_most_active_stocks("value")

Get corporate actions (dividends, splits, bonus) for a stock. Example: get_corporate_actions("TCS")

Get full option chain for an index or stock — strike prices, premiums, OI, change in OI, IV. For indices: NIFTY, BANKNIFTY, FINNIFTY. For stocks: any NSE symbol. Example: get_option_chain("NIFTY") or get_option_chain("RELIANCE", is_index=False)

Get Put-Call Ratio for an index. Example: get_pcr("NIFTY")

Calculate max pain strike price for an index option. Max pain is the strike price where option writers (sellers) face minimum losses. Example: get_max_pain("NIFTY")

Get futures data — lot size, expiry, OI, price for a stock or index. Example: get_futures_data("NIFTY") or get_futures_data("RELIANCE")

Get Open Interest data for all expiries of a derivative. Example: get_oi_data("NIFTY")

Get live data for an NSE index — value, change, advances/declines. Common indices: NIFTY 50, NIFTY BANK, NIFTY NEXT 50, NIFTY IT, NIFTY FINANCIAL SERVICES. Example: get_index("NIFTY 50")

Get all stocks in an index with their live prices. Example: get_index_constituents("NIFTY 50")

Get all NSE indices with current values — Nifty 50, Bank Nifty, sectoral indices etc.

Get historical data for an NSE index. Dates in DD-MM-YYYY format. Example: get_index_history("NIFTY 50", "01-01-2025", "01-06-2025")

Get performance of all sectoral indices — IT, Bank, Pharma, Auto, FMCG etc.

Search mutual funds by name, AMC, or category. Example: search_mutual_funds("SBI Bluechip") or search_mutual_funds("axis flexi cap")

Get latest NAV for a mutual fund by scheme code. Example: get_mf_nav("119598")

Get historical NAV data for a mutual fund. Dates in YYYY-MM-DD format. Returns full history if no dates specified. Example: get_mf_history("119598", "2025-01-01", "2025-06-01")

Get all mutual fund categories — Equity, Debt, Hybrid, Solution Oriented etc.

Compare multiple mutual funds side by side. Pass a list of scheme codes. Example: compare_mutual_funds(["119598", "120503"])

Get top mutual funds in a category. Example: get_top_funds_by_category("Equity Scheme")

Get all ETFs listed on NSE with their prices and NAV — Gold ETFs, Debt ETFs, Equity ETFs etc.

Get detailed quote for a specific ETF. Example: get_etf_quote("GOLDBEES") or get_etf_quote("NIFTYBEES")

Get historical data for an ETF. Dates in DD-MM-YYYY format. Example: get_etf_history("GOLDBEES", "01-01-2025", "01-06-2025")

Get live price for a commodity — GOLD, SILVER, CRUDE_OIL, NATURAL_GAS, COPPER, ALUMINIUM, ZINC, LEAD, NICKEL, COTTON. Example: get_commodity_price("GOLD")

Get live prices for all supported commodities.

Get historical price data for a commodity. Periods: 1d, 5d, 1mo, 3mo, 6mo, 1y, 2y, 5y, max. Example: get_commodity_history("GOLD", "6mo")

Get live exchange rate — USDINR, EURINR, GBPINR, JPYINR. Example: get_currency_rate("USDINR")

Get live rates for all supported INR currency pairs.

Get historical exchange rate data. Periods: 1d, 5d, 1mo, 3mo, 6mo, 1y, 2y, 5y, max. Example: get_currency_history("USDINR", "6mo")

Get all upcoming and ongoing IPOs on NSE with dates, price band, and issue size.

Get recently listed IPOs with listing price and performance.

Get all Sovereign Gold Bonds (SGBs) listed on NSE with prices and maturity dates.

Get detailed quote for a specific Sovereign Gold Bond. Example: get_sgb_quote("SGBJAN30IX")

Get historical price data for a Sovereign Gold Bond. Example: get_sgb_history("SGBJAN30IX", "01-01-2025", "01-06-2025")

Get current market status — open, closed, or pre-market for all segments (equity, derivatives, currency).

Get Foreign Institutional Investor (FII) and Domestic Institutional Investor (DII) buy/sell data for today.

Get market breadth — number of advancing, declining, and unchanged stocks.

Get key technical indicators for an NSE stock — SMA, EMA, RSI, MACD, Bollinger Bands, VWAP. Periods: 1mo, 3mo, 6mo, 1y, 2y. Example: get_technical_indicators("RELIANCE", "6mo")

Get support and resistance levels for a stock based on pivot points. Example: get_support_resistance("RELIANCE")

Screen stocks with multiple filters. Works on any NSE index. Filters:

• min_price/max_price: price range

• min_change_percent/max_change_percent: % change range

• min_volume: minimum traded volume

• sector: filter by sector keyword (e.g. "IT", "Bank", "Pharma")

• near_52w_high: stocks within 5% of 52-week high

• near_52w_low: stocks within 5% of 52-week low

• sort_by: change_percent, price, volume (default: change_percent)

• sort_order: asc or desc Example: screen_stocks(min_price=100, max_price=500, min_change_percent=2, sort_by="change_percent")

Screen stocks by fundamental metrics using Yahoo Finance data. Filters: PE ratio, PB ratio, market cap (in Cr), dividend yield (%), ROE (%). Example: screen_by_fundamentals(min_pe=5, max_pe=20, min_roe=15, limit=10) Note: This is slower as it fetches data per stock. Works best with sector filter.

Run a pre-built screener strategy. Presets:

• "top_gainers" — stocks up > 3% today

• "top_losers" — stocks down > 3% today

• "high_volume" — unusual volume (top 20)

• "near_52w_high" — within 5% of 52-week high

• "near_52w_low" — within 5% of 52-week low

• "penny_stocks" — price < 50, sorted by change

• "large_cap_value" — large caps with PE < 20

• "high_dividend" — dividend yield > 2% Example: run_preset_screen("top_gainers")

Get latest Indian stock market news from Google News. Example: get_market_news(15)

Get latest news for a specific stock. Example: get_stock_news("RELIANCE", 10)

Get latest news for a sector — IT, Banking, Pharma, Auto, FMCG etc. Example: get_sector_news("Banking", 10)

Get official NSE corporate announcements/filings. If symbol is provided, get announcements for that stock. Otherwise get latest announcements across all stocks. Example: get_nse_announcements("TCS")

Get upcoming and past board meeting dates for a stock. Example: get_board_meetings("RELIANCE")

Get income statement (P&L) — revenue, expenses, net income, EPS. Set quarterly=True for quarterly results. Example: get_income_statement("TCS") or get_income_statement("RELIANCE", quarterly=True)

Get balance sheet — assets, liabilities, equity, debt. Example: get_balance_sheet("INFY")

Get cash flow statement — operating, investing, financing cash flows. Example: get_cash_flow("HDFCBANK")

Get key financial ratios — PE, PB, ROE, ROCE, debt/equity, dividend yield, EPS, market cap. Example: get_key_ratios("RELIANCE")

Compare a stock with its industry peers — PE, PB, market cap, ROE side by side. Example: get_peer_comparison("TCS")

Get quarterly/annual financial results filed with NSE. Example: get_nse_financial_results("RELIANCE")

Detect candlestick patterns for a stock — Doji, Hammer, Engulfing, Morning Star, Evening Star, Marubozu, Three White Soldiers, Three Black Crows, and more. Periods: 1mo, 3mo, 6mo, 1y. Example: detect_candlestick_patterns("RELIANCE", "3mo")

Scan multiple stocks for candlestick patterns. Optionally filter by pattern name. Example: scan_patterns_bulk(["RELIANCE", "TCS", "INFY"], "Bullish Engulfing")

Get shareholding pattern — promoter, FII, DII, public holding percentages. Example: get_shareholding_pattern("RELIANCE")

Get comprehensive company profile — sector, industry, fundamentals, and current quote in one call. Example: get_company_profile("TCS")

Get recent bulk and block deals on NSE.

Deep analysis of a mutual fund — returns across all periods, risk metrics (Sharpe, Sortino, max drawdown, volatility), rolling returns, and a consistency score. Use search_mutual_funds first to get the scheme code. Example: analyze_mutual_fund("119598")

Find the best mutual funds based on investment horizon and risk appetite. Analyzes returns, consistency, risk-adjusted performance, and rolling returns to find hidden gems.

Parameters:

• category: Fund category keyword (e.g. "Equity", "Large Cap", "Mid Cap", "Small Cap", "Flexi Cap", "ELSS", "Debt", "Hybrid"). Leave empty for all.

• investment_horizon: "1Y", "3Y", "5Y", "7Y", "10Y"

• risk_appetite: "low" (prefers low volatility), "moderate" (balanced), "high" (max returns)

• top_n: Number of top funds to return

Example: find_best_mutual_funds("Mid Cap", "3Y", "moderate", 10) Example: find_best_mutual_funds("", "5Y", "high", 5)

Find hidden gem mutual funds — funds with exceptional risk-adjusted returns that are less popular. Focuses on:

• High Sharpe ratio (best returns per unit of risk)

• High rolling return consistency (positive in 80%+ periods)

• Low max drawdown (less pain in crashes)

• Strong 3Y/5Y CAGR

Example: find_hidden_gems("Small Cap", 3, 10) Example: find_hidden_gems("Flexi Cap")

Calculate what your SIP returns would have been if you had invested in this fund. Shows month-by-month investment, units accumulated, and final value.

Example: mf_sip_returns("119598", 10000, 3) Means: Rs 10,000/month SIP for 3 years in scheme 119598

Deep comparison of multiple mutual funds — returns, risk, rolling returns, SIP performance, consistency score. Perfect for "which fund should I choose" questions. Example: compare_mf_detailed(["119598", "120503", "118989"])