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COMSOL-MCP: An open-source model context protocol interface for AI-assisted multiphysics simulation
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DOI：10.1016/j.neucom.2026.134481.png)
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Abstract
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• Open-source MCP interface for AI-assisted COMSOL workflows. • 76 structured tools spanning the simulation pipeline. • Knowledge access from embedded guides and 36,798 documentation chunks. • Exploratory CFD trace reports both successful operations and failure modes. • Boundary-condition selection is identified as a spatial-grounding bottleneck.