Enterprise AI & Workplace Automation Cipher SyndicateSubmitted July 26, 2026

APIP - Autonomous Product Intelligence Platform

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

About this project

The Autonomous Product Intelligence Platform (ADIP) is an enterprise-grade, microservice-based AI pipeline that autonomously: 🔍 Explores any web application via headless browser automation 🧠 Constructs a structured knowledge graph of entities, relationships, and UI flows 📄 Generates comprehensive user guides, admin documentation, and FAQs 🧪 Runs automated smoke tests, regression tests, and produces test reports 🎬 Produces professional demo videos with 3D WebGL animations, AI voiceover, and synced subtitles 📦 Tracks version changes and auto-generates release notes and change summaries The monolithic agent system has been decomposed into 7 independent MCP microservices governed by a centralized FastAPI Orchestrator, enabling horizontal scaling, overload protection, and fault isolation.

Enterprise AI & Workplace Automation track

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

Source code

Team Cipher Syndicate

  • Ragul c.vLead

  • Ariya P

  • Sundar Tharsan P

  • Guru.D

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Frequently asked questions

What does APIP - Autonomous Product Intelligence Platform do?
The Autonomous Product Intelligence Platform (ADIP) is an enterprise-grade, microservice-based AI pipeline that autonomously: 🔍 Explores any web application via headless browser automation 🧠 Constructs a structured knowledge graph of entities, relationships, and UI flows 📄 Generates comprehensive user guides, admin documentation, and FAQs 🧪 Runs automated smoke tests, regression tests, and produces test reports 🎬 Produces professional demo videos with 3D WebGL animations, AI voiceover, and synced subtitles 📦 Tracks version changes and auto-generates release notes and change summaries The monolithic agent system has been decomposed into 7 independent MCP microservices governed by a centralized FastAPI Orchestrator, enabling horizontal scaling, overload protection, and fault isolation.
Who built APIP - Autonomous Product Intelligence Platform?
APIP - Autonomous Product Intelligence Platform was built by team Cipher Syndicate 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.