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Materials Project MCP

by fair2wise

get_materials_with_elements

Identify materials containing specific elements while optionally excluding unwanted elements using the Materials Project database, returning up to a defined number of records for targeted research.

Instructions

Find materials containing specific elements.

Args:
    elements: List of elements that must be present in the material (e.g., ["Fe", "O"]).
    exclude_elements: Optional list of elements that must not be present.
    max_records: Maximum number of records to return (default: 10).

Returns:
    List of materials containing the specified elements.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
elementsYes
exclude_elementsNo
max_recordsNo

Implementation Reference

  • The handler function implementing the get_materials_with_elements tool. It calls the API wrapper fetch_materials_by_elements and processes the results into a simplified format.
    def get_materials_with_elements(
        elements: List[str],
        exclude_elements: Optional[List[str]] = None,
        max_records: int = 10
    ) -> List[Dict[str, Any]]:
        """
        Find materials containing specific elements.
        
        Args:
            elements: List of elements that must be present in the material (e.g., ["Fe", "O"]).
            exclude_elements: Optional list of elements that must not be present.
            max_records: Maximum number of records to return (default: 10).
        
        Returns:
            List of materials containing the specified elements.
        """
        properties = [
            "material_id", 
            "formula_pretty",
            "symmetry", 
            "formation_energy_per_atom",
            "band_gap",
            "density",
            "is_stable"
        ]
        
        materials = fetch_materials_by_elements(
            elements=elements,
            exclude_elements=exclude_elements,
            max_records=max_records,
            properties=properties
        )
        
        # Extract key properties for each material
        simplified_results = []
        for material in materials:
            simplified_material = {
                "material_id": material.get("material_id"),
                "formula": material.get("formula_pretty"),
                "band_gap": material.get("band_gap"),
                "formation_energy": material.get("formation_energy_per_atom"),
                "crystal_system": material.get("symmetry", {}).get("crystal_system"),
                "space_group": material.get("symmetry", {}).get("symbol"),
                "density": material.get("density"),
                "is_stable": material.get("is_stable", False)
            }
            simplified_results.append(simplified_material)
        
        return simplified_results
  • Registers the get_materials_with_elements tool with the FastMCP instance.
    mcp.tool(get_materials_with_elements)
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