Airbnb-StockScreener-Agent-with-MCP vs ultimate_mcp_server

1. Install prerequisites:

``bash pip install langchain langchain-community langchain-core beautifulsoup4 ollama ollama pull qwen3 ``

1. Clone the repository and install requirements:

``bash git clone <repository_url> pip install -r requirements.txt ``

1. Configure MCP server in Claude Desktop (or compatible client):

``json { "mcpServers": { "stock": { "command": "python", "args": ["StockMcp.py"], "transport": "stdio" } } } ``

Installation

1. Clone the repository:

git clone https://github.com/Dicklesworthstone/ultimate_mcp_server.git
cd ultimate_mcp_server

1. Install dependencies:

pip install -e .

1. For Claude Desktop integration, add to your claude_desktop_config.json:

{
  "mcpServers": {
    "ultimate-mcp": {
      "command": "python",
      "args": ["-m", "ultimate_mcp_server"],
      "env": {
        "PYTHONPATH": "."
      }
    }
  }
}

1. Run the server:

python -m ultimate_mcp_server