That reads dependencies from pyproject.toml and registers the mcp_tutorial package in editable mode. For Jupyter later, register a kernel from this same venv, e.g. python -m ipykernel install --user - ...
Search countries by name fragment and return NOC codes (National Olympic Committee). Use before medal tools when the user says e.g. "United States" instead of "USA".
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