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ariesanhthu

VNStock MCP Server

by ariesanhthu

get_finance_ratios

Retrieve financial ratios for Vietnamese companies to analyze performance and make investment decisions. Specify stock symbol, period (quarter/year), and output format (JSON/DataFrame).

Instructions

Get finance ratios of a company from stock market
Args:
    symbol: str (symbol of the company to get finance ratios)
    period: Literal['quarter', 'year'] = 'year' (period to get finance ratios)
    output_format: Literal['json', 'dataframe'] = 'json'
Returns:
    pd.DataFrame

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
symbolYes
periodNoyear
output_formatNojson

Implementation Reference

  • Full implementation of the get_finance_ratios tool, including registration decorator (@server.tool()), type-annotated schema (parameters), and execution logic using VCIFinance.ratio() to fetch financial ratios and return as JSON or DataFrame.
    @server.tool()
    def get_finance_ratios(
        symbol: str,
        period: Literal["quarter", "year"] = "year",
        output_format: Literal["json", "dataframe"] = "json",
    ):  # pyright: ignore[reportUndefinedVariable]
        """
        Get finance ratios of a company from stock market
        Args:
            symbol: str (symbol of the company to get finance ratios)
            period: Literal['quarter', 'year'] = 'year' (period to get finance ratios)
            output_format: Literal['json', 'dataframe'] = 'json'
        Returns:
            pd.DataFrame
        """
        finance = VCIFinance(symbol=symbol, period=period)
        df = finance.ratio()
        if output_format == "json":
            return df.to_json(orient="records", force_ascii=False)
        else:
            return df

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