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Update atomman/mcp_output/mcp_plugin/mcp_service.py
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atomman/mcp_output/mcp_plugin/mcp_service.py
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from fastmcp import FastMCP
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# Create the FastMCP service application
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mcp = FastMCP("atomman_service")
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"""
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Parameters:
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Returns:
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"""
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try:
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from atomman.
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lattice_obj = Lattice(**lattice)
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params = lattice_obj.parameters()
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return {
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"success": True,
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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"""
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Parameters:
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- displacements: A list of displacement vectors.
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Returns:
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"""
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try:
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from atomman import
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system_obj = System(**system)
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system_obj.displace(displacements)
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return {
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"success": True,
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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"""
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Parameters:
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- strain: A dictionary representing the strain tensor.
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Returns:
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"""
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try:
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from atomman import ElasticConstants
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return {
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"success": True,
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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"""
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Parameters:
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- basis: A list of basis atoms with positions.
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Returns:
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"""
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try:
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from atomman import
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return {
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"success": True,
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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"""
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Parameters:
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Returns:
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"""
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try:
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from atomman.
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return {
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"success": True,
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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Create and return the FastMCP application instance.
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Returns:
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- FastMCP
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"""
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return mcp
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from fastmcp import FastMCP
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import numpy as np
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# Create the FastMCP service application
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mcp = FastMCP("atomman_service")
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@mcp.tool(name="create_atoms", description="Create an Atoms object and return its properties")
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def create_atoms(positions: list, symbols: list) -> dict:
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"""
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Create an Atoms object.
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Parameters:
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- positions: List of atomic positions, e.g. [[0,0,0], [0.5,0.5,0.5]].
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- symbols: List of atomic symbols, e.g. ['Fe', 'Fe'].
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Returns:
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- Dictionary with success status and atoms information.
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"""
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try:
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from atomman.core import Atoms
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atoms = Atoms(positions=positions, symbols=symbols)
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return {
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"success": True,
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"natoms": atoms.natoms,
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"symbols": list(atoms.symbols),
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"positions": atoms.pos.tolist()
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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@mcp.tool(name="create_box", description="Create a simulation box")
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def create_box(vects: list) -> dict:
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"""
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Create a Box object.
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Parameters:
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- vects: 3x3 list of box vectors, e.g. [[10,0,0], [0,10,0], [0,0,10]].
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Returns:
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- Dictionary with success status and box information.
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"""
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try:
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from atomman.core import Box
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box = Box(vects=vects)
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return {
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"success": True,
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"vects": box.vects.tolist(),
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"a": float(box.a),
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"b": float(box.b),
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"c": float(box.c),
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"alpha": float(box.alpha),
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"beta": float(box.beta),
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"gamma": float(box.gamma),
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"volume": float(box.volume)
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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@mcp.tool(name="calculate_elastic_constants", description="Calculate elastic constants from Cij matrix")
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def calculate_elastic_constants(Cij: list) -> dict:
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"""
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Calculate elastic constants.
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Parameters:
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- Cij: 6x6 elastic stiffness matrix in Voigt notation (GPa).
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Returns:
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- Dictionary with success status and elastic properties.
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"""
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try:
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from atomman.core import ElasticConstants
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elastic = ElasticConstants(Cij=np.array(Cij))
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return {
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"success": True,
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"Cij": elastic.Cij.tolist(),
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"Sij": elastic.Sij.tolist(),
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"bulk_modulus": float(elastic.bulk()),
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"shear_modulus": float(elastic.shear())
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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@mcp.tool(name="create_system", description="Create an atomic system with atoms and box")
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def create_system(positions: list, symbols: list, box_vects: list) -> dict:
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"""
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Create a System object combining atoms and box.
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Parameters:
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- positions: List of atomic positions, e.g. [[0,0,0], [0.5,0.5,0.5]].
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- symbols: List of atomic symbols, e.g. ['Fe', 'Fe'].
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- box_vects: 3x3 list of box vectors, e.g. [[10,0,0], [0,10,0], [0,0,10]].
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Returns:
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- Dictionary with success status and system information.
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"""
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try:
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from atomman.core import Atoms, Box, System
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atoms = Atoms(positions=positions, symbols=symbols)
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box = Box(vects=box_vects)
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system = System(atoms=atoms, box=box)
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return {
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"success": True,
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"natoms": system.natoms,
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"symbols": list(system.symbols),
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"box_volume": float(system.box.volume),
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"density": float(system.natoms / system.box.volume)
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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@mcp.tool(name="calculate_miller_indices", description="Convert vectors to Miller indices")
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def calculate_miller_indices(vectors: list) -> dict:
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"""
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Calculate Miller indices from crystallographic vectors.
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Parameters:
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- vectors: List of vectors to convert, e.g. [[1,1,0], [1,1,1]].
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Returns:
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- Dictionary with success status and Miller indices.
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"""
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try:
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from atomman.tools import miller
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indices = miller.vector_crystal_to_cartesian(np.array(vectors))
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return {
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"success": True,
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"miller_indices": indices.tolist() if hasattr(indices, 'tolist') else list(indices)
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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@mcp.tool(name="calculate_vector_angle", description="Calculate angle between two vectors")
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def calculate_vector_angle(vector1: list, vector2: list) -> dict:
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"""
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Calculate angle between two vectors.
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Parameters:
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- vector1: First vector, e.g. [1, 0, 0].
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- vector2: Second vector, e.g. [0, 1, 0].
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Returns:
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- Dictionary with success status and angle in degrees.
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"""
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try:
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from atomman.tools import vect_angle
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angle = vect_angle(vector1, vector2)
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return {
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"success": True,
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"angle_degrees": float(angle)
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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@mcp.tool(name="load_lammps_dump", description="Load atomic structure from LAMMPS dump file content")
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def load_lammps_dump(dump_content: str) -> dict:
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"""
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Parse LAMMPS dump file content.
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Parameters:
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- dump_content: String content of a LAMMPS dump file.
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Returns:
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- Dictionary with success status and structure information.
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"""
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try:
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import atomman as am
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import tempfile
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import os
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# Write content to temp file
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with tempfile.NamedTemporaryFile(mode='w', suffix='.dump', delete=False) as f:
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f.write(dump_content)
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temp_path = f.name
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try:
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system = am.load('atom_dump', temp_path)
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result = {
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"success": True,
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"natoms": system.natoms,
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"box_volume": float(system.box.volume)
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}
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finally:
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os.unlink(temp_path)
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return result
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except Exception as e:
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return {"success": False, "error": str(e)}
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@mcp.tool(name="rotate_system", description="Rotate an atomic system")
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def rotate_system(positions: list, symbols: list, box_vects: list, rotation_matrix: list) -> dict:
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"""
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Rotate an atomic system by a rotation matrix.
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Parameters:
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- positions: List of atomic positions.
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- symbols: List of atomic symbols.
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- box_vects: 3x3 list of box vectors.
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- rotation_matrix: 3x3 rotation matrix.
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Returns:
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- Dictionary with rotated system information.
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"""
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try:
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from atomman.core import Atoms, Box, System
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atoms = Atoms(positions=positions, symbols=symbols)
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box = Box(vects=box_vects)
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system = System(atoms=atoms, box=box)
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rotated = system.rotate(np.array(rotation_matrix))
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return {
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"success": True,
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"natoms": rotated.natoms,
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"positions": rotated.atoms.pos.tolist(),
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"box_vects": rotated.box.vects.tolist()
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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@mcp.tool(name="calculate_neighbor_list", description="Calculate neighbor list for atoms")
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def calculate_neighbor_list(positions: list, symbols: list, box_vects: list, cutoff: float) -> dict:
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"""
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Calculate neighbor list for an atomic system.
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Parameters:
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- positions: List of atomic positions.
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- symbols: List of atomic symbols.
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- box_vects: 3x3 list of box vectors.
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- cutoff: Cutoff distance for neighbors.
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Returns:
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- Dictionary with neighbor information.
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"""
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try:
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from atomman.core import Atoms, Box, System
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atoms = Atoms(positions=positions, symbols=symbols)
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box = Box(vects=box_vects)
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system = System(atoms=atoms, box=box)
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neighbors = system.neighborlist(cutoff=cutoff)
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# Get coordination numbers
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coord_numbers = [len(neighbors[i]) for i in range(system.natoms)]
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return {
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"success": True,
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| 255 |
+
"natoms": system.natoms,
|
| 256 |
+
"cutoff": cutoff,
|
| 257 |
+
"coordination_numbers": coord_numbers,
|
| 258 |
+
"average_coordination": float(np.mean(coord_numbers))
|
| 259 |
}
|
| 260 |
except Exception as e:
|
| 261 |
return {"success": False, "error": str(e)}
|
|
|
|
| 265 |
Create and return the FastMCP application instance.
|
| 266 |
|
| 267 |
Returns:
|
| 268 |
+
- FastMCP instance.
|
| 269 |
"""
|
| 270 |
return mcp
|