Open Innovation Apexs innovatorsSubmitted August 1, 2026

Memory-Engine - Single context/memory layer for enterprise AI tools

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

About this project

A unified memory engine that enables every enterprise AI tool—chatbots, copilots, coding agents, and LLMs—to share the same context, ensuring seamless model switching and organization-wide knowledge continuity.

Open Innovation track

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

Live MCP appSource code

Team Apexs innovators

  • ArunkumarLead

  • jai aakash

  • M Nakul

  • Sreehari K

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Frequently asked questions

What does Memory-Engine - Single context/memory layer for enterprise AI tools do?
A unified memory engine that enables every enterprise AI tool—chatbots, copilots, coding agents, and LLMs—to share the same context, ensuring seamless model switching and organization-wide knowledge continuity.
Who built Memory-Engine - Single context/memory layer for enterprise AI tools?
Memory-Engine - Single context/memory layer for enterprise AI tools was built by team Apexs innovators at the SRMIST 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.