FROM python:3.12 WORKDIR /app COPY requirements.txt . RUN mkdir -p /tmp/numba_cache && chmod -R 777 /tmp/numba_cache ENV NUMBA_CACHE_DIR=/tmp/numba_cache RUN pip install --no-cache-dir -r requirements.txt COPY scanpy_mcp.py . COPY tools/ tools/ RUN mkdir -p /app/data/upload /data/tmp_inputs /data/tmp_outputs && chmod -R 777 /app/data/upload /data EXPOSE 7860 CMD ["uvicorn", "scanpy_mcp:app", "--host", "0.0.0.0", "--port", "7860"]