BFSI & FinTech ZeroFluxSubmitted July 26, 2026

Trustlayer AI - Fintech Transaction Safety & Fraud Prevention Infrastructure

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

About this project

TrustLayer AI MCP Server — Edge-ready Model Context Protocol (MCP) risk verification engine built on NitroStack. Exposes 9 tools and 3 resources for real-time claim extraction, contradiction detection, and probabilistic risk evaluation over HTTP/SSE.

BFSI & FinTech track

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

Source code

Team ZeroFlux

  • Shree sowbika SYLead

  • Srishanth S

  • Harsada K

  • Srijith S

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Frequently asked questions

What does Trustlayer AI - Fintech Transaction Safety & Fraud Prevention Infrastructure do?
TrustLayer AI MCP Server — Edge-ready Model Context Protocol (MCP) risk verification engine built on NitroStack. Exposes 9 tools and 3 resources for real-time claim extraction, contradiction detection, and probabilistic risk evaluation over HTTP/SSE.
Who built Trustlayer AI - Fintech Transaction Safety & Fraud Prevention Infrastructure?
Trustlayer AI - Fintech Transaction Safety & Fraud Prevention Infrastructure was built by team ZeroFlux at the Amrita University Coimbatore 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.