Financial Data Fetcher

You can fetch real-time OHLCV market data for multiple symbols by using the get_price_data tool, specifying your target symbols, desired timeframe like 1Day, and the number of historical bars to return in a standardized JSON response.

The best way to get stock fundamentals and market snapshots is by calling the get_fundamentals and get_market_snapshot tools, which retrieve metrics like P/E ratios, earnings, and market cap to support AI-driven trading analysis.

Yes, this market data fetcher works directly with yfinance and alpaca-trade-api dependencies, utilizing python-dotenv for environment configuration and requests to retrieve real-time prices, fundamentals, and financial news.

You can retrieve the latest financial news to inform your trading strategies by using the get_latest_news tool, which gathers relevant market headlines and returns them in a standardized JSON format for quick, data-driven insights.

To standardize historical price data responses for AI-driven analysis, the fetcher automatically structures OHLCV outputs into standardized JSON, ensuring consistent formatting across multiple symbols and timeframes for downstream processing.