Enterprise AI & Workplace Automation Protocol XSubmitted July 18, 2026

Echo Runtime

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

About this project

Echo Runtime is an AI-powered Model Context Protocol (MCP) server that transforms natural language into structured GitHub workflows. Before any operation is executed, it simulates the workflow, analyzes potential risks, and generates detailed execution reports. This enables developers and teams to validate repository changes safely, reduce human error, and automate complex GitHub operations through a conversational interface.

Enterprise AI & Workplace Automation track

Develop AI agents and automation tools that improve productivity, streamline workflows, and enhance business operations.

Live MCP appSource code

Team Protocol X

  • Pranav Pradeep

  • Pranav P Nair

  • Josewin Anto J

  • Adarsh BinuLead

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Frequently asked questions

What does Echo Runtime do?
Echo Runtime is an AI-powered Model Context Protocol (MCP) server that transforms natural language into structured GitHub workflows. Before any operation is executed, it simulates the workflow, analyzes potential risks, and generates detailed execution reports. This enables developers and teams to validate repository changes safely, reduce human error, and automate complex GitHub operations through a conversational interface.
Who built Echo Runtime?
Echo Runtime was built by team Protocol X at the Amrita University Amritapuri campus NitroStack × MCP To The Moon hackathon, in the Enterprise AI & Workplace Automation 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.