Gen-AI Developer Classroom notes 10/Jul/2025

MCP Servers contd

  • Lets try integrating our mcp server with llm and get the work done
  • On windows, Create and environmental variables VIRTUAL_ENV and pass the value of your folder of .venv C:\khajaclassroom\GenerativeAI\agenticai\june25\mcp\servers\dummy_sales_data\.venv
  • Now run the mcp based on configuration from claude, it should work

How to integrate this MCP server with MCP Host

  • In our case to start with MCP Host will be a langgraph.

Resource Template

  • A resource template is a resource where we can pass arguments
@mcp.resource(uri="product://selected/{product_id}")
def get_selected_product(product_id: int):
    """This method gets the selected product
    """
    connection = get_database_connection()
    cursor = connection.cursor()
    latest_product_sql = f"SELECT * FROM `products` Where product_id = {product_id};"
    cursor.execute(latest_product_sql)
    products = cursor.fetchall()
    product = products[0]
    message = f"{product[1]} => {product[2]}"
    return message

By continuous learner

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