Open Innovation Where's DheerajSubmitted July 18, 2026

Shift-Left-FinOPS

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

About this project

Shift-Left FinOps is an autonomous infrastructure planning agent that designs cloud infrastructure by reasoning about cost, performance, scalability, reliability, and organizational policies before generating Terraform.

Open Innovation track

Solve any real-world problem with AI, regardless of industry or domain.

Live MCP appSource code

Team Where's Dheeraj

  • Mihir PLead

  • Yamalapalli Sai Nikhil

  • Teja Bulusu

  • Bestha Sai Rupesh Kumar

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Frequently asked questions

What does Shift-Left-FinOPS do?
Shift-Left FinOps is an autonomous infrastructure planning agent that designs cloud infrastructure by reasoning about cost, performance, scalability, reliability, and organizational policies before generating Terraform.
Who built Shift-Left-FinOPS?
Shift-Left-FinOPS was built by team Where's Dheeraj at the Amrita University Amritapuri campus NitroStack × MCP To The Moon hackathon, in the Open Innovation 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.