BFSI & FinTech SprintSubmitted July 18, 2026

FutuTrust

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

About this project

FutuTrust is an AI-powered loan assistant that makes applying for a loan as simple as having a chat. Instead of filling out confusing paperwork, you just state what you need in plain English (like "I need a mortgage for a new house" or "I need to pay for college"). Behind the scenes, a Main Router Agent listens to your request and instantly hands you off to one of four specialized expert mini-agents: Personal, Home, Vehicle, or Educational Loans. These mini-agents automatically crunch the numbers, check your criteria, and show you an instant approval status on a clean visual dashboard.

BFSI & FinTech track

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

Live MCP appSource code

Team Sprint

  • Sriram Ramesh ChayampurathLead

  • Dhanya Krishna

  • Harinandan Sunil

  • Navajyoth P Krishna

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Frequently asked questions

What does FutuTrust do?
FutuTrust is an AI-powered loan assistant that makes applying for a loan as simple as having a chat. Instead of filling out confusing paperwork, you just state what you need in plain English (like "I need a mortgage for a new house" or "I need to pay for college"). Behind the scenes, a Main Router Agent listens to your request and instantly hands you off to one of four specialized expert mini-agents: Personal, Home, Vehicle, or Educational Loans. These mini-agents automatically crunch the numbers, check your criteria, and show you an instant approval status on a clean visual dashboard.
Who built FutuTrust?
FutuTrust was built by team Sprint 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.