StockMCP

by leogue

344 downloads Not rated yet

GitHub

Finance

About

A MCP server providing real-time stock market data and financial analysis through Yahoo Finance API. Built with FastAPI and designed for AI applications requiring comprehensive financial data access

Explore

- Real‑time quotes, fundamentals, and historical OHLCV data
- Dividend analysis with quality metrics and consistency scoring
- Analyst forecasts (price targets, consensus ratings, EPS)
- Forward growth projections (revenue, EPS, FCF with CAGR)
- Optional Alpha Vantage integration for enhanced earnings estimates
- Docker‑ready and supports custom port mapping

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name StockMCP

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

From the repository

For immediate access, use this configuration in your claude_desktop_config.json:

``json { "mcpServers": { "stock-mcp": { "command": "npx", "args": [ "mcp-remote", "https://stockmcp.leoguerin.fr/api/mcp", "--header", "--allow-http" ] } } }`Configuration file locations: - macOS:~/Library/Application Support/Claude/claude_desktop_config.json- Windows:%APPDATA%\\Claude\\claude_desktop_config.json


1. Get a free Alpha Vantage API key: Visit https://www.alphavantage.co/support/#api-key

2. Configure environment:

   


cp .env.example .env
cp .env.example .env
uv sync
StockMCP implements the Model Context Protocol (MCP) for seamless integration with AI applications. Once running, the server provides:



- Endpoint: http://localhost:3001/api/mcp

- Protocol: JSON-RPC 2.0 over HTTP

- Discovery: Use tools/list to get available tools

- Execution: Use tools/call to execute tools with parameters



For detailed API examples and JSON schemas, access the interactive documentation at http://localhost:3001/docs when the server is running.

bash
The container exposes the API on port 3001 by default. You can customize this:





docker run -p 3001:3001 -e LOG_LEVEL=DEBUG stockmcp

The server can be configured through environment variables: -LOG_LEVEL- Logging level (DEBUG, INFO, WARNING, ERROR) -HOST- Server host (default: 0.0.0.0) -PORT` - Server port (default: 3001)

`get_realtime_quote`

Retrieve current market data including price, volume, market cap, and key financial ratios

`get_fundamentals`

Access comprehensive financial statements (income, balance sheet, cash flow) and calculated ratios

`get_price_history`

Get historical OHLCV data with optional total return calculation including reinvested dividends

`get_dividends_and_actions`

Analyze dividend payment history and corporate actions with quality metrics and consistency scoring

`get_analyst_forecasts`

Get analyst price targets, consensus ratings (Buy/Hold/Sell), and EPS forecasts from professional analysts

`get_growth_projections`

Forward growth projections for revenue, earnings (EPS), and free cash flow with 1-year, 3-year, and 5-year CAGR estimates

| Tool Name | Description |
|-----------|-------------|
| get_realtime_quote | Retrieve current market data including price, volume, market cap, and key financial ratios |
| get_fundamentals | Access comprehensive financial statements (income, balance sheet, cash flow) and calculated ratios |
| get_price_history | Get historical OHLCV data with optional total return calculation including reinvested dividends |
| get_dividends_and_actions | Analyze dividend payment history and corporate actions with quality metrics and consistency scoring |
| get_analyst_forecasts | Get analyst price targets, consensus ratings (Buy/Hold/Sell), and EPS forecasts from professional analysts |
| get_growth_projections | Forward growth projections for revenue, earnings (EPS), and free cash flow with 1-year, 3-year, and 5-year CAGR estimates |

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "stockmcp": {
            "stock-mcp": {
                "command": "npx",
                "args": [
                    "mcp-remote",
                    "https://stockmcp.leoguerin.fr/api/mcp",
                    "--header",
                    "--allow-http"
                ]
            }
        }
    }
}

McpServers

{
    "stock-mcp": {
        "command": "npx",
        "args": [
            "mcp-remote",
            "https://stockmcp.leoguerin.fr/api/mcp",
            "--header",
            "--allow-http"
        ]
    }
}

> A comprehensive Model Context Protocol (MCP) server for real-time stock market data using Yahoo Finance

StockMCP provides a powerful, JSON-RPC 2.0 compliant interface for accessing comprehensive stock market data, built on the Model Context Protocol standard. Perfect for AI applications, financial analysis tools, and trading bots.

🌐 Free Hosted Endpoint

Use StockMCP immediately without any setup! We provide a free hosted endpoint at: - Endpoint: https://stockmcp.leoguerin.fr/api/mcp - No API key required - Just add to your MCP client configuration

Claude Desktop Configuration

For immediate access, use this configuration in your claude_desktop_config.json: ``

json
{
  "mcpServers": {
    "stock-mcp": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://stockmcp.leoguerin.fr/api/mcp",
        "--header",
        "--allow-http"
      ]
    }
  }
}



Configuration file locations:
- macOS:

~/Library/Application Support/Claude/claude_desktop_config.json


- Windows:

%APPDATA%\\Claude\\claude_desktop_config.json



🛠️ Available Tools


| Tool Name | Description |
|-----------|-------------|
|

get_realtime_quote

 | Retrieve current market data including price, volume, market cap, and key financial ratios |
|

get_fundamentals

 | Access comprehensive financial statements (income, balance sheet, cash flow) and calculated ratios |
|

get_price_history

 | Get historical OHLCV data with optional total return calculation including reinvested dividends |
|

get_dividends_and_actions

 | Analyze dividend payment history and corporate actions with quality metrics and consistency scoring |
|

get_analyst_forecasts

 | Get analyst price targets, consensus ratings (Buy/Hold/Sell), and EPS forecasts from professional analysts |
|

get_growth_projections

 | Forward growth projections for revenue, earnings (EPS), and free cash flow with 1-year, 3-year, and 5-year CAGR estimates |

🚀 Quick Start


API Key Setup


1. Get a free Alpha Vantage API key: Visit https://www.alphavantage.co/support/#api-key
2. Configure environment:

bash
   # Copy the example environment file
   cp .env.example .env
   
   # Edit .env and add your API key
   ALPHAVANTAGE_KEY=your-actual-api-key-here



Using Docker (Recommended)

``bash

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About

Explore

Setting up with Highlight

From the repository

get_realtime_quote

get_fundamentals

get_price_history

get_dividends_and_actions

get_analyst_forecasts

get_growth_projections

Claude Desktop / Cursor

McpServers

🌐 Free Hosted Endpoint

Claude Desktop Configuration

🛠️ Available Tools

🚀 Quick Start

API Key Setup

Using Docker (Recommended)

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`get_realtime_quote`

`get_fundamentals`

`get_price_history`

`get_dividends_and_actions`

`get_analyst_forecasts`

`get_growth_projections`