Education & Research Team nexusSubmitted July 26, 2026

AI Placement Guide

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

About this project

AI Placement Guidance is an intelligent career assistant that helps students prepare for campus placements. It analyzes their skills, coding performance, aptitude scores, and mock interview results to identify strengths and weaknesses. Based on their target job role, it recommends personalized learning paths, practice questions, certifications, projects, and interview preparation strategies, enabling students to improve efficiently and increase their chances of getting placed.

Education & Research track

Build innovative tools that transform learning, teaching, academic research, and knowledge discovery.

Team Team nexus

  • Rohithram PolisettiLead

  • Supreeth Nagineni

  • Malleddi Nagendra

  • Nunna Viswanadha Mukesh

Frequently asked questions

What does AI Placement Guide do?
AI Placement Guidance is an intelligent career assistant that helps students prepare for campus placements. It analyzes their skills, coding performance, aptitude scores, and mock interview results to identify strengths and weaknesses. Based on their target job role, it recommends personalized learning paths, practice questions, certifications, projects, and interview preparation strategies, enabling students to improve efficiently and increase their chances of getting placed.
Who built AI Placement Guide?
AI Placement Guide was built by team Team nexus at the Amrita University Coimbatore NitroStack × MCP To The Moon hackathon, in the Education & Research 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.