This is a minimal example of a Deep Research style MCP server for searching and fetching cupcake orders.

Python setup:

python -m venv env
source env/bin/activate
pip install -r requirements.txt

Run the server:

python sample_mcp.py

The server will start on http://127.0.0.1:8000 using SSE transport.

• sample_mcp.py: Main server code
• records.json: Cupcake order data (must be present in the same directory)