Enterprise AI & Workplace Automation Team4Submitted July 26, 2026

4ex - An MCP server that detects when authoritative enterprise knowledge changes, traces what depends on it, finds contradictions, assesses risk, prop

An MCP app on the Model Context Protocol built by Team4 at the Amrita University Coimbatore NitroStack × MCP To The Moon hackathon and deployed on NitroStack.

About this project

4ex is an Enterprise Knowledge Integrity MCP Server built on the NitroStack framework. It acts as an intelligent, automated auditor that continuously monitors corporate knowledge bases, detecting conflicts between live operational data and authoritative company policies (such as unstructured PDFs). When a contradiction occurs, 4ex instantly identifies the policy drift, calculates the associated risk, and generates an automated remediation report. This tool is designed for modern enterprise compliance, security, and IT teams who struggle with maintaining data alignment across siloed departments and currently spend days manually auditing policies. What makes 4ex special is its Hybrid Data Architecture, which goes beyond simple API wrappers; it synchronously parses unstructured binary documents (PDFs) and merges them with structured JSON systems into a unified, single source of truth, empowering AI agents to proactively and autonomously secure corporate knowledge in seconds.

Enterprise AI & Workplace Automation track

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

Source code

Team Team4

  • Dharshan2208Lead

  • Nithin Venkat Sharma P M

  • Naveen S S

  • Murugesan A J

← All Amrita University Coimbatore projects

Frequently asked questions

What does 4ex - An MCP server that detects when authoritative enterprise knowledge changes, traces what depends on it, finds contradictions, assesses risk, prop do?
4ex is an Enterprise Knowledge Integrity MCP Server built on the NitroStack framework. It acts as an intelligent, automated auditor that continuously monitors corporate knowledge bases, detecting conflicts between live operational data and authoritative company policies (such as unstructured PDFs). When a contradiction occurs, 4ex instantly identifies the policy drift, calculates the associated risk, and generates an automated remediation report. This tool is designed for modern enterprise compliance, security, and IT teams who struggle with maintaining data alignment across siloed departments and currently spend days manually auditing policies. What makes 4ex special is its Hybrid Data Architecture, which goes beyond simple API wrappers; it synchronously parses unstructured binary documents (PDFs) and merges them with structured JSON systems into a unified, single source of truth, empowering AI agents to proactively and autonomously secure corporate knowledge in seconds.
Who built 4ex - An MCP server that detects when authoritative enterprise knowledge changes, traces what depends on it, finds contradictions, assesses risk, prop?
4ex - An MCP server that detects when authoritative enterprise knowledge changes, traces what depends on it, finds contradictions, assesses risk, prop was built by team Team4 at the Amrita University Coimbatore 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.