BFSI & FinTech InterstellarSubmitted July 18, 2026

SMART CLAIM-AI-Powered Insurance Claim Fraud Detection using MCP

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

About this project

Here's a shorter version (around **110–130 words**): > **SmartClaim** is an AI-powered insurance claim fraud detection system built using **NitroStack MCP**, **TypeScript**, and **Google Gemini AI**. It analyzes accident details, vehicle damage images, repair bills, customer claim history, weather conditions, and location data to identify potentially fraudulent insurance claims. Gemini AI estimates vehicle damage severity, repair costs, and extracts information from repair bills, while other services verify accident details and customer history. Based on all collected evidence, the system generates a fraud score, confidence level, risk category, and recommendations for investigators. SmartClaim aims to reduce manual verification efforts, improve claim processing speed, and enhance fraud detection accuracy by combining AI-powered image analysis with intelligent rule-based validation.

BFSI & FinTech track

Build AI solutions for banking, payments, insurance, fraud detection, lending, and financial inclusion.

Live MCP appSource code

Team Interstellar

  • Anugrah M ShibuLead

  • Ganga T Viswakumar

  • Adwaith S

  • Kailas.H

← All Amrita University Amritapuri campus projects

Frequently asked questions

What does SMART CLAIM-AI-Powered Insurance Claim Fraud Detection using MCP do?
Here's a shorter version (around **110–130 words**): > **SmartClaim** is an AI-powered insurance claim fraud detection system built using **NitroStack MCP**, **TypeScript**, and **Google Gemini AI**. It analyzes accident details, vehicle damage images, repair bills, customer claim history, weather conditions, and location data to identify potentially fraudulent insurance claims. Gemini AI estimates vehicle damage severity, repair costs, and extracts information from repair bills, while other services verify accident details and customer history. Based on all collected evidence, the system generates a fraud score, confidence level, risk category, and recommendations for investigators. SmartClaim aims to reduce manual verification efforts, improve claim processing speed, and enhance fraud detection accuracy by combining AI-powered image analysis with intelligent rule-based validation.
Who built SMART CLAIM-AI-Powered Insurance Claim Fraud Detection using MCP?
SMART CLAIM-AI-Powered Insurance Claim Fraud Detection using MCP was built by team Interstellar at the Amrita University Amritapuri campus NitroStack × MCP To The Moon hackathon, in the BFSI & FinTech 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.