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ariesanhthu

VNStock MCP Server

by ariesanhthu

get_quote_price_depth

Retrieve detailed price depth data for Vietnam stocks to analyze market liquidity and order book dynamics. Specify a stock symbol and choose JSON or dataframe output format.

Instructions

Get quote price depth from stock market
Args:
    symbol: str (symbol to get price depth)
    output_format: Literal['json', 'dataframe'] = 'json'
Returns:
    pd.DataFrame

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
symbolYes
output_formatNojson

Implementation Reference

  • The handler function implementing the get_quote_price_depth tool logic, using vnstock.Quote.price_depth(). It is also registered as an MCP tool via the @server.tool() decorator. Supports JSON or DataFrame output.
    @server.tool()
    def get_quote_price_depth(
        symbol: str, output_format: Literal["json", "dataframe"] = "json"
    ):
        """
        Get quote price depth from stock market
        Args:
            symbol: str (symbol to get price depth)
            output_format: Literal['json', 'dataframe'] = 'json'
        Returns:
            pd.DataFrame
        """
        quote = Quote(symbol=symbol, source="VCI")
        df = quote.price_depth()
        if output_format == "json":
            return df.to_json(orient="records", force_ascii=False)
        else:
            return df

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