MCP Servers

A collection of Model Context Protocol servers, templates, tools and more.

MCP server by philwegdata

Created 5/27/2025
Updated 4 days ago
Repository documentation and setup instructions

Yahoo Finance MCP Server ๐Ÿ“ˆ

A Model Context Protocol (MCP) server that provides detailed stock market data and financial KPIs from Yahoo Finance. This server offers financial analysis capabilities through the amazing yfinance library!

Features

๐Ÿข Company Information

  • Company overview, sector, industry details
  • Business summaries and key company metrics
  • Employee count and geographic information

๐Ÿ’ฐ Valuation Metrics

  • Market capitalization and enterprise value
  • Price ratios (P/E, P/B, P/S, PEG)
  • Enterprise ratios (EV/Revenue, EV/EBITDA)

๐Ÿ“ˆ Profitability Analysis

  • Revenue and earnings metrics
  • Profit margins (gross, operating, net, EBITDA)
  • Return metrics (ROE, ROA)
  • Per-share calculations (EPS, revenue per share)

๐Ÿš€ Growth Metrics

  • Historical growth rates (revenue, earnings)
  • Quarterly growth analysis
  • Future growth estimates

๐Ÿ’Ž Financial Health

  • Liquidity ratios (current, quick)
  • Debt analysis (debt-to-equity, total debt)
  • Cash flow metrics
  • Working capital analysis

๐Ÿ’ธ Dividend & Returns

  • Dividend yield and payout ratios
  • Share buyback information
  • Shareholder return metrics

๐Ÿ“Š Trading Data

  • Current price and trading ranges
  • Volume analysis
  • Technical indicators (Beta, moving averages)
  • 52-week highs and lows

๐ŸŽฏ Analyst Data

  • Price targets and recommendations
  • Analyst consensus data
  • Earnings estimates

Installation

Prerequisites

  • Python 3.8+
  • MCP-compatible client (Claude Desktop, etc.)

Setup

  1. Clone the repository:

    git clone https://github.com/yourusername/enhanced-finance-mcp-server.git
    cd enhanced-finance-mcp-server
    
  2. Install dependencies:

    pip install yfinance mcp
    
  3. Install the MCP server:

    mcp install MCP_finance_agent.py
    

Configuration for Claude Desktop

Add the following to your Claude Desktop MCP configuration file:

Windows: %APPDATA%/Claude/claude_desktop_config.json macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "enhanced-finance": {
      "command": "python",
      "args": ["path/to/your/MCP_finance_agent.py"]
    }
  }
}

Available Functions

| Function | Description | |----------|-------------| | get_market_cap(ticker) | Get market capitalization for a stock | | get_company_overview(ticker) | Company basic information and business summary | | get_valuation_metrics(ticker) | All valuation ratios and multiples | | get_financial_health(ticker) | Balance sheet and liquidity metrics | | get_profitability_metrics(ticker) | Profitability and efficiency ratios | | get_growth_metrics(ticker) | Growth rates and estimates | | get_dividend_metrics(ticker) | Dividend and shareholder return data | | get_trading_metrics(ticker) | Price and volume data | | get_analyst_data(ticker) | Analyst recommendations and targets | | get_complete_stock_analysis(ticker) | Comprehensive analysis with all KPIs | | list_available_kpis() | List all available metrics and functions |

Usage Examples

Basic Market Cap Query

What's the market cap of Apple?

Uses: get_market_cap("AAPL")

Company Analysis

Give me an overview of Microsoft's business

Uses: get_company_overview("MSFT")

Valuation Analysis

What are Tesla's valuation metrics?

Uses: get_valuation_metrics("TSLA")

Comprehensive Analysis

Provide a complete financial analysis of Google

Uses: get_complete_stock_analysis("GOOGL")

Compare Multiple Stocks

Compare the profitability metrics of Apple, Microsoft, and Google

Uses: Multiple get_profitability_metrics() calls

Supported Stock Symbols

The server works with any valid stock ticker symbol available on Yahoo Finance, including:

  • US Stocks: AAPL, MSFT, GOOGL, TSLA, AMZN, etc.
  • International Stocks: Use appropriate suffixes (e.g., SAP.DE for German stocks)
  • ETFs: SPY, QQQ, VTI, etc.
  • Indices: ^GSPC (S&P 500), ^IXIC (NASDAQ), etc.

Output Format

All functions return well-formatted text with:

  • Clear section headers and visual separators
  • Properly formatted numbers (currency, percentages)
  • Organized categorical data
  • Error handling for missing data

Example output:

Valuation Metrics for AAPL:
โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”
Market Cap: $2,876,542,000,000.00
Enterprise Value: $2,865,234,000,000.00

Price Ratios:
  โ€ข P/E Ratio (TTM): 28.45
  โ€ข Forward P/E: 24.12
  โ€ข P/B Ratio: 45.23
  ...

Error Handling

The server includes robust error handling for:

  • Invalid ticker symbols
  • Missing data points
  • API connectivity issues
  • Malformed requests

Dependencies

  • yfinance: Yahoo Finance access
  • mcp: Model Context Protocol framework
  • logging: Built-in Python logging

Disclaimer

This tool is for informational purposes only and should not be considered as financial advice. Always consult with qualified financial professionals before making investment decisions.

Quick Setup
Installation guide for this server

Cursor configuration (mcp.json)

{ "mcpServers": { "philwegdata-mcp-yahoo-finance": { "command": "philwegdata-mcp-yahoo-finance", "args": [] } } }