Manufacturing & Industry 4.0 Protocol PioneersSubmitted July 18, 2026

SurakshaMCP — Voice-First, Multilingual Construction Safety over MCP

An MCP app on the Model Context Protocol built by Protocol Pioneers at the Amrita University Amritapuri campus NitroStack × MCP To The Moon hackathon and deployed on NitroStack.

About this project

Construction is India's second-most-hazardous sector, averaging an estimated 38 fatal accidents a day — and that likely undercounts the real toll, since ~30% of the workforce is unregistered. 60% of these deaths are falls from height and 25% are structural collapses — hazards a camera can catch, if anyone's watching. But the workforce is largely migrant, multilingual, and low-literacy, so an English dashboard alert never reaches the person in danger. SurakshaMCP is the first voice-first, multilingual Construction-Safety MCP server. Feed it a site photo or CCTV frame, and it detects PPE/hazard violations with a fine-tuned YOLOv8 model, identifies the worker's spoken language from audio, and delivers a spoken safety alert in their mother tongue — in one of 10 Indian languages via AI4Bharat Indic-TTS. This isn't a translated dashboard; it's an actual voice warning, load-bearing for real-time hazards like a worker straying near moving machinery. Every detection persists to a SQLite incident DB and rolls up into a BRSR (SEBI ESG) Principle-3 safety report — LTIFR, training coverage, monthly trends — so India's MSME contractors can hand large builders the safety documentation they increasingly need to win bids. Alerts can also reach a foreman's phone via WhatsApp (Twilio). Architecturally, SurakshaMCP is MCP-native and host-agnostic: safety intelligence is exposed as Tools, Resources, Prompts, and a long-running Task (run_site_safety_audit), built on NitroStack (TypeScript), wrapping a Python FastAPI inference service (YOLOv8 + language-ID + TTS). Any MCP host — Claude, ChatGPT, Copilot Studio, even a WhatsApp bot — can orchestrate it. Enterprise camera-safety systems (viAct, Intenseye) are closed, English-first dashboards priced for large firms. SurakshaMCP is MSME-affordable — no edge hardware, just a phone photo — and composable into whatever workflow a small contractor already uses.

Manufacturing & Industry 4.0 track

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

Live MCP appSource code

Team Protocol Pioneers

  • Nachiketh Gupta BellamkondaLead

  • Govardhan satya gadi

  • Poluru Vidhathri

  • BALLA TENISHA AKHILA

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Frequently asked questions

What does SurakshaMCP — Voice-First, Multilingual Construction Safety over MCP do?
Construction is India's second-most-hazardous sector, averaging an estimated 38 fatal accidents a day — and that likely undercounts the real toll, since ~30% of the workforce is unregistered. 60% of these deaths are falls from height and 25% are structural collapses — hazards a camera can catch, if anyone's watching. But the workforce is largely migrant, multilingual, and low-literacy, so an English dashboard alert never reaches the person in danger. SurakshaMCP is the first voice-first, multilingual Construction-Safety MCP server. Feed it a site photo or CCTV frame, and it detects PPE/hazard violations with a fine-tuned YOLOv8 model, identifies the worker's spoken language from audio, and delivers a spoken safety alert in their mother tongue — in one of 10 Indian languages via AI4Bharat Indic-TTS. This isn't a translated dashboard; it's an actual voice warning, load-bearing for real-time hazards like a worker straying near moving machinery. Every detection persists to a SQLite incident DB and rolls up into a BRSR (SEBI ESG) Principle-3 safety report — LTIFR, training coverage, monthly trends — so India's MSME contractors can hand large builders the safety documentation they increasingly need to win bids. Alerts can also reach a foreman's phone via WhatsApp (Twilio). Architecturally, SurakshaMCP is MCP-native and host-agnostic: safety intelligence is exposed as Tools, Resources, Prompts, and a long-running Task (run_site_safety_audit), built on NitroStack (TypeScript), wrapping a Python FastAPI inference service (YOLOv8 + language-ID + TTS). Any MCP host — Claude, ChatGPT, Copilot Studio, even a WhatsApp bot — can orchestrate it. Enterprise camera-safety systems (viAct, Intenseye) are closed, English-first dashboards priced for large firms. SurakshaMCP is MSME-affordable — no edge hardware, just a phone photo — and composable into whatever workflow a small contractor already uses.
Who built SurakshaMCP — Voice-First, Multilingual Construction Safety over MCP?
SurakshaMCP — Voice-First, Multilingual Construction Safety over MCP was built by team Protocol Pioneers at the Amrita University Amritapuri campus 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.