joblib<2,>=1.4
matplotlib<4,>=3.10.7
networkx<4,>=3.4.2
numpy<3,>=1.26.4
pandas<3.0,>=2.3.2
paramiko<5,>=4.0.0
pydantic<3,>=2.12.5
pymatgen-core>=2026.7.16
scipy<2,>=1.14.1
scp<1,>=0.15.0
tqdm<5,>=4.67.1

[agent]
mcp<2,>=1.27

[sources]
mp-api<1,>=0.46.4

[tutorial]
graphviz<1,>=0.21
ipykernel<8,>=7
jupyterlab<5,>=4.5
