Open Innovation NexusSubmitted July 18, 2026

Eureka AI: Autonomous Research Intelligence Platform

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

About this project

Researchers spend a significant amount of time searching for papers, comparing methodologies, identifying research gaps, organizing references, and planning experiments. Existing AI tools primarily assist with summarization, leaving much of the research process manual, fragmented, and time-consuming. And our solution introduces an agentic approach to research, where multiple AI agents collaborate to automate and optimize every stage of the research lifecycle. The platform not only retrieves and summarizes information but also reasons over existing literature, uncovers unexplored opportunities, recommends research directions, and generates actionable research plans.

Open Innovation track

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

Team Nexus

  • Mahanth BetanabilliLead

  • B.Pavan Gupta

  • Dantuluri Sai Satwik Vijay Varma

  • Mukesh Reddy B

Frequently asked questions

What does Eureka AI: Autonomous Research Intelligence Platform do?
Researchers spend a significant amount of time searching for papers, comparing methodologies, identifying research gaps, organizing references, and planning experiments. Existing AI tools primarily assist with summarization, leaving much of the research process manual, fragmented, and time-consuming. And our solution introduces an agentic approach to research, where multiple AI agents collaborate to automate and optimize every stage of the research lifecycle. The platform not only retrieves and summarizes information but also reasons over existing literature, uncovers unexplored opportunities, recommends research directions, and generates actionable research plans.
Who built Eureka AI: Autonomous Research Intelligence Platform?
Eureka AI: Autonomous Research Intelligence Platform was built by team Nexus 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.