BFSI & FinTech RushdSubmitted August 1, 2026

FinPilot AI: AI Investment Research Platform

An MCP app on the Model Context Protocol built by Rushd at the SRMIST NitroStack × MCP To The Moon hackathon and deployed on NitroStack.

About this project

FinPilot AI is a next-generation Model Context Protocol (MCP) server that transforms standard LLMs into autonomous investment bankers. Unlike traditional financial data plugins that simply return raw JSON or text, FinPilot features a Multi-Agent Orchestrator that coordinates specialized sub-agents to fetch live market data, calculate fundamental ratios, run Discounted Cash Flow (DCF) valuations, and assess portfolio diversification. What truly sets FinPilot apart is its Server-Driven UI architecture. Using NitroStack's widget system, FinPilot dynamically renders stunning, interactive, glassmorphism React micro-frontends directly inside the chat interface. Furthermore, FinPilot bridges the gap between analysis and action by automatically compiling its findings into executive reports and securely emailing them to stakeholders via a custom SMTP integration.

BFSI & FinTech track

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

Live MCP appSource code

Team Rushd

  • S.T MD Saif Imaaz

  • Izaan Ebrahim

  • Shahzaad Ahmed SabeehLead

  • MOHAMMED IZHAAN

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Frequently asked questions

What does FinPilot AI: AI Investment Research Platform do?
FinPilot AI is a next-generation Model Context Protocol (MCP) server that transforms standard LLMs into autonomous investment bankers. Unlike traditional financial data plugins that simply return raw JSON or text, FinPilot features a Multi-Agent Orchestrator that coordinates specialized sub-agents to fetch live market data, calculate fundamental ratios, run Discounted Cash Flow (DCF) valuations, and assess portfolio diversification. What truly sets FinPilot apart is its Server-Driven UI architecture. Using NitroStack's widget system, FinPilot dynamically renders stunning, interactive, glassmorphism React micro-frontends directly inside the chat interface. Furthermore, FinPilot bridges the gap between analysis and action by automatically compiling its findings into executive reports and securely emailing them to stakeholders via a custom SMTP integration.
Who built FinPilot AI: AI Investment Research Platform?
FinPilot AI: AI Investment Research Platform was built by team Rushd at the SRMIST 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.