FROM python:3.11-slim ENV PYTHONDONTWRITEBYTECODE=1 ENV PYTHONUNBUFFERED=1 ENV MCP_TRANSPORT=http ENV MCP_PORT=7860 WORKDIR /app COPY requirements.txt /app/requirements.txt RUN pip install --no-cache-dir -r /app/requirements.txt COPY scanpy /app/scanpy COPY app.py /app/app.py RUN chown -R appuser:appuser /app USER appuser EXPOSE 7860 CMD ["python", "scanpy/mcp_output/start_mcp.py"]