BFSI & FinTech Ghost ProtocolSubmitted July 26, 2026

FinShield — AI Financial Resilience Copilot

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

About this project

This project is an AI-powered financial resilience assistant that helps individuals, freelancers, gig workers, and small business owners make smarter financial decisions before problems become crises. It continuously identifies unnecessary expenses, understands income stability even when earnings are irregular, and creates personalized action plans for unexpected financial emergencies. Instead of simply displaying past transactions, it provides proactive insights and practical recommendations to improve financial security. Its unique focus on resilience, rather than just budgeting or expense tracking, makes it a forward-looking financial decision-support system.

BFSI & FinTech track

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

Team Ghost Protocol

  • K. Shivani Shreya ReddyLead

  • Praseeda

  • Liya Susan Reji

  • Devika Janardanan

Frequently asked questions

What does FinShield — AI Financial Resilience Copilot do?
This project is an AI-powered financial resilience assistant that helps individuals, freelancers, gig workers, and small business owners make smarter financial decisions before problems become crises. It continuously identifies unnecessary expenses, understands income stability even when earnings are irregular, and creates personalized action plans for unexpected financial emergencies. Instead of simply displaying past transactions, it provides proactive insights and practical recommendations to improve financial security. Its unique focus on resilience, rather than just budgeting or expense tracking, makes it a forward-looking financial decision-support system.
Who built FinShield — AI Financial Resilience Copilot?
FinShield — AI Financial Resilience Copilot was built by team Ghost Protocol 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.