Open Innovation Team SparkXSubmitted July 26, 2026

Rightly — an MCP assistant for intelligent product analysis and automated consumer dispute resolution.

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

About this project

Rightly is an intelligent Model Context Protocol (MCP) server that acts as a personal consumer protection advocate. Pre-purchase, it performs deep analysis on product listings by extracting true specifications, filtering out fake reviews, assessing repairability scores, and identifying deceptive marketing. Post-purchase, it generates step-by-step resolution plans for defective goods. When disputes arise, Rightly can instantly locate hard-to-find official support channels, find local repair centers, and automatically draft and email formal legal demand notices to vendors. Who it is for: It is built for everyday consumers who want to make highly informed purchasing decisions and avoid buyer's remorse, as well as those feeling overwhelmed by confusing return policies or unresponsive customer support when dealing with defective products. What makes it special: Rightly bridges the gap between AI chat and interactive UI. Instead of just returning walls of text, it uses the NitroStack Framework to render beautiful, interactive React widgets directly inside the AI client. Users can review rich product analysis cards, click through interactive resolution checklists, review drafted legal documents on a formal UI, and click a single "Send via Email" button to dispatch their legal notice directly to the seller—all without ever leaving the chat interface. It also features intelligent offline fallbacks to ensure consumers always have access to support links, even if APIs fail.

Open Innovation track

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

Team Team SparkX

  • Harish A JLead

  • Sivaranjani S S

  • Kishore N

  • Ketaki Damodar Athalekar

Frequently asked questions

What does Rightly — an MCP assistant for intelligent product analysis and automated consumer dispute resolution. do?
Rightly is an intelligent Model Context Protocol (MCP) server that acts as a personal consumer protection advocate. Pre-purchase, it performs deep analysis on product listings by extracting true specifications, filtering out fake reviews, assessing repairability scores, and identifying deceptive marketing. Post-purchase, it generates step-by-step resolution plans for defective goods. When disputes arise, Rightly can instantly locate hard-to-find official support channels, find local repair centers, and automatically draft and email formal legal demand notices to vendors. Who it is for: It is built for everyday consumers who want to make highly informed purchasing decisions and avoid buyer's remorse, as well as those feeling overwhelmed by confusing return policies or unresponsive customer support when dealing with defective products. What makes it special: Rightly bridges the gap between AI chat and interactive UI. Instead of just returning walls of text, it uses the NitroStack Framework to render beautiful, interactive React widgets directly inside the AI client. Users can review rich product analysis cards, click through interactive resolution checklists, review drafted legal documents on a formal UI, and click a single "Send via Email" button to dispatch their legal notice directly to the seller—all without ever leaving the chat interface. It also features intelligent offline fallbacks to ensure consumers always have access to support links, even if APIs fail.
Who built Rightly — an MCP assistant for intelligent product analysis and automated consumer dispute resolution.?
Rightly — an MCP assistant for intelligent product analysis and automated consumer dispute resolution. was built by team Team SparkX 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.