Open Innovation Dempsey SquadSubmitted July 26, 2026

Aloka - MCP-Driven GraphRAG for DevOps Diagnostics

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

About this project

Aloka is an AI-native incident resolution platform built entirely around the Model Context Protocol (MCP). By utilizing a network of custom MCP servers (otel-mcp, k8s-test-mcp, git-mcp) alongside a TypeScript LangGraph orchestrator, Aloka empowers specialized AI agents to autonomously diagnose distributed system failures, generate accurate code patches, and verify fixes in real-time.

Open Innovation track

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

Live MCP appSource code

Team Dempsey Squad

  • Venkatesh KLead

  • A Joshua Karthik

  • Mithun V R

  • Varun Raj V

← All Amrita University Coimbatore projects

Frequently asked questions

What does Aloka - MCP-Driven GraphRAG for DevOps Diagnostics do?
Aloka is an AI-native incident resolution platform built entirely around the Model Context Protocol (MCP). By utilizing a network of custom MCP servers (otel-mcp, k8s-test-mcp, git-mcp) alongside a TypeScript LangGraph orchestrator, Aloka empowers specialized AI agents to autonomously diagnose distributed system failures, generate accurate code patches, and verify fixes in real-time.
Who built Aloka - MCP-Driven GraphRAG for DevOps Diagnostics?
Aloka - MCP-Driven GraphRAG for DevOps Diagnostics was built by team Dempsey Squad at the Amrita University Coimbatore 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.