What they built

Simulation MCP: AI-Powered Multi-Domain Engineering Design & Simulation Platform

Simulation MCP is a Model Context Protocol (MCP) server that bridges Large Language Models (LLMs) such as ChatGPT, Claude, and Gemini with industry-standard engineering software, enabling users to perform CAD design, molecular modeling, and engineering simulations through natural language. Instead of requiring expertise in multiple specialized software packages, users simply describe their engineering problem in plain English. Simulation MCP intelligently interprets the request, generates an execution plan, selects the appropriate software, automates the workflow, executes the required analysis, and returns interactive visualizations, numerical results, and AI-powered explanations. The platform is designed around a modular MCP architecture where each engineering application operates as an independent service. This enables seamless integration of multiple engineering domains while eliminating the need to manually switch between software, configure solvers, or prepare simulation models. By combining AI planning, automated software orchestration, and professional engineering tools under a single MCP interface, Simulation MCP significantly reduces the complexity of engineering design workflows, allowing students, researchers, and engineers to focus on innovation rather than software operation.