Manufacturing & Industry 4.0 BlackFlash.exeSubmitted July 26, 2026

DTaaS - Digital Twin as a Service

An MCP app on the Model Context Protocol built by BlackFlash.exe at the Amrita University Coimbatore NitroStack × MCP To The Moon hackathon and deployed on NitroStack.

About this project

DTaaS (Digital Twin as a Service) is an AI-powered MCP server that enables users to create complete IoT Digital Twin infrastructures using simple natural language prompts. Instead of manually configuring devices, dashboards, rule chains, alarms, users, and customers, users simply describe their requirements, and DTaaS automatically provisions the entire digital twin on Digital twin platforms. The platform combines Large Language Models with deterministic infrastructure provisioning. An AI Planner interprets the user's intent and generates a structured Digital Twin specification, while an Engineer module executes the provisioning by interacting directly with the ThingsBoard APIs. DTaaS supports the complete lifecycle of a digital twin by automatically creating: IoT Devices Dashboards Smart Widgets Rule Chains Alarm Rules Customers Users Device Emulators Digital Twin Graphs

Manufacturing & Industry 4.0 track

Create intelligent systems for smart factories, predictive maintenance, quality control, and supply chain optimization.

Live MCP appSource codeLinkedIn

Team BlackFlash.exe

  • B S Bharath Kumar ReddyLead

  • Monish Pothani

  • Akhil Charugundla

  • Manukrishna J P

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Frequently asked questions

What does DTaaS - Digital Twin as a Service do?
DTaaS (Digital Twin as a Service) is an AI-powered MCP server that enables users to create complete IoT Digital Twin infrastructures using simple natural language prompts. Instead of manually configuring devices, dashboards, rule chains, alarms, users, and customers, users simply describe their requirements, and DTaaS automatically provisions the entire digital twin on Digital twin platforms. The platform combines Large Language Models with deterministic infrastructure provisioning. An AI Planner interprets the user's intent and generates a structured Digital Twin specification, while an Engineer module executes the provisioning by interacting directly with the ThingsBoard APIs. DTaaS supports the complete lifecycle of a digital twin by automatically creating: IoT Devices Dashboards Smart Widgets Rule Chains Alarm Rules Customers Users Device Emulators Digital Twin Graphs
Who built DTaaS - Digital Twin as a Service?
DTaaS - Digital Twin as a Service was built by team BlackFlash.exe at the Amrita University Coimbatore NitroStack × MCP To The Moon hackathon, in the Manufacturing & Industry 4.0 track.
What is an MCP app and how is it built?
An MCP app is an application built on the Model Context Protocol — an open standard that lets AI agents connect to tools, data, and APIs. This project exposes MCP tools and resources that agentic AI systems can call. It was built and deployed on NitroStack, the full-stack platform for shipping MCP apps and servers.