BFSI & FinTech ReLuminatiesSubmitted July 26, 2026

finbridge-ai

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

About this project

Ask any AI which government savings schemes you qualify for and it answers confidently — from memory. We tested it: on edge cases it was wrong in 14 of 30 runs, and contradicted itself 5 times on identical questions. FinBridge AI is an MCP server that replaces the guess with a lookup. It evaluates all 7 major Indian schemes — PMJDY, APY, PMJJBY, PMSBY, SSY, SCSS, NPS — against a rulebook sourced from government circulars, and names the exact condition that failed for every rejection. It also projects mutual fund growth from live NAV data as an honest range, scores financial health, and explains financial terms in plain language. Across the same 30 test runs, FinBridge got zero wrong. The model explains. The code computes.

BFSI & FinTech track

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

Source code

Team ReLuminaties

  • Praneeth ULead

  • Deepak S

  • K R JEEVAN RAJ

  • J.S.Sri Jayaram

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Frequently asked questions

What does finbridge-ai do?
Ask any AI which government savings schemes you qualify for and it answers confidently — from memory. We tested it: on edge cases it was wrong in 14 of 30 runs, and contradicted itself 5 times on identical questions. FinBridge AI is an MCP server that replaces the guess with a lookup. It evaluates all 7 major Indian schemes — PMJDY, APY, PMJJBY, PMSBY, SSY, SCSS, NPS — against a rulebook sourced from government circulars, and names the exact condition that failed for every rejection. It also projects mutual fund growth from live NAV data as an honest range, scores financial health, and explains financial terms in plain language. Across the same 30 test runs, FinBridge got zero wrong. The model explains. The code computes.
Who built finbridge-ai?
finbridge-ai was built by team ReLuminaties 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.