Open Innovation Vision xSubmitted August 1, 2026

Vouch

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

About this project

Vouch is an AI-powered review trust platform that helps users identify genuine reviews by analyzing authenticity, credibility, and supporting evidence. Instead of relying solely on star ratings, Vouch assigns every review a transparent Trust Score using AI, reviewer reputation, verification signals, and community validation—helping consumers make informed decisions while rewarding honest businesses.

Open Innovation track

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

Live MCP appSource code

Team Vision x

  • bhooyash sharma

  • Ujaan Basu

  • Arnav Singh Tak

    X

  • Ameesh SharmaLead

← All SRMIST projects

Frequently asked questions

What does Vouch do?
Vouch is an AI-powered review trust platform that helps users identify genuine reviews by analyzing authenticity, credibility, and supporting evidence. Instead of relying solely on star ratings, Vouch assigns every review a transparent Trust Score using AI, reviewer reputation, verification signals, and community validation—helping consumers make informed decisions while rewarding honest businesses.
Who built Vouch?
Vouch was built by team Vision x 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.