$ show wjc9011/COMSOL_Multiphysics_MCP
This repository provides a server application for interacting with COMSOL Multiphysics models via a programmable interface. It features a modular architecture separating concerns into COMSOL model manipulation tools (geometry, mesh, physics, etc.), a knowledge base built from COMSOL documentation PDFs for retrieval-augmented generation, and utility functions for versioning and async handling. The system enables users to load, modify, and simulate COMSOL models through a server interface (likely MCP - Model Context Protocol), while leveraging a vector database of processed PDF documentation to provide contextual assistance. Key entry points include src/server.py and various domain-specific scripts in comsol_models/ directories for building and simulating specific models (e.g., solenoids, micromixers).
The LLM identified 3 files worth highlighting for reuse:
Provides a high-level interface to COMSOL model operations (loading, saving, solving, parameter setting) by abstracting the underlying COMSOL Java/API calls. Demonstrates encapsulation of complex API interactions into reusable, domain-specific functions that could be extracted for any COMSOL automation task.
Extracts, chunks, and processes text from COMSOL documentation PDFs into a format suitable for vector embedding. Shows robust handling of PDF structure, metadata preservation, and text cleaning - a reusable pattern for building knowledge bases from technical documentation.
Implements semantic search over a Chroma vector database of embedded document chunks, enabling context-aware responses. Demonstrates proper vector database querying, result filtering, and integration with retrieval-augmented generation workflows - a reusable component for any LLM application needing document grounding.