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maxscheijen

MCP Yahoo Finance

by maxscheijen

get_news

Fetch news articles for any stock symbol using Yahoo Finance data. Retrieve relevant updates to stay informed on market trends and company developments.

Instructions

Get news for a given stock symbol.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
symbolYesStock symbol in Yahoo Finance format.

Implementation Reference

  • The core handler function that fetches the latest news for a given stock symbol using yfinance's Ticker.news property and serializes it to JSON.
    def get_news(self, symbol: str) -> str:
        """Get news for a given stock symbol.
    
        Args:
            symbol (str): Stock symbol in Yahoo Finance format.
        """
        stock = Ticker(ticker=symbol, session=self.session)
        return json.dumps(stock.news, indent=2)
  • Registers the 'get_news' tool in the MCP server's list_tools() by wrapping the handler function with generate_tool, which also generates the input schema from the function signature and docstring.
    generate_tool(yf.get_news),
  • Dispatches execution of the 'get_news' tool call to the underlying YahooFinance.get_news handler and formats the result as MCP TextContent.
    case "get_news":
        price = yf.get_news(**args)
        return [TextContent(type="text", text=price)]
  • Helper function used to generate the Tool schema (including input schema) for get_news and other tools from Python function introspection and docstring parsing.
    def generate_tool(func: Any) -> Tool:
        """Generates a tool schema from a Python function."""
        signature = inspect.signature(func)
        docstring = inspect.getdoc(func) or ""
        param_descriptions = parse_docstring(docstring)
    
        schema = {
            "name": func.__name__,
            "description": docstring.split("Args:")[0].strip(),
            "inputSchema": {
                "type": "object",
                "properties": {},
            },
        }
    
        for param_name, param in signature.parameters.items():
            param_type = (
                "number"
                if param.annotation is float
                else "string"
                if param.annotation is str
                else "string"
            )
            schema["inputSchema"]["properties"][param_name] = {
                "type": param_type,
                "description": param_descriptions.get(param_name, ""),
            }
    
            if "required" not in schema["inputSchema"]:
                schema["inputSchema"]["required"] = [param_name]
            else:
                if "=" not in str(param):
                    schema["inputSchema"]["required"].append(param_name)
    
        return Tool(**schema)
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