Pranav M S

In the ever-evolving landscape of AI and intelligent agents, access to real-time, comprehensive information from the web is paramount. That’s why I developed the web-search-mcp repository – a Model Context Protocol (MCP) server specifically designed for seamless web search integration. This innovative tool leverages a headless Chrome browser to efficiently scrape Google search results, providing structured data and robust web content extraction capabilities. Google Gemini Illustration of MCP ( AI Generat...

Building a fully functional multi-agent orchestration platform in just seven days sounds like a daunting task, but that’s exactly what my team and I accomplished. In this article, I’ll walk you through our journey, the technologies we used, and the challenges we overcame to build a platform that received a lot of praise during our demo. This was not an easy feat — each of us worked over 14–15 hours a day, pushing our limits to turn this idea into reality within just a week. Day 1: Laying the Foundations...

Microsoft’s recent announcement of its Majorana 1 quantum processor has been touted as a watershed moment in the race toward scalable quantum computing. According to the company, this breakthrough — powered by a novel Topological Core architecture and built using an innovative “topoconductor” material — could eventually enable a million-qubit machine capable of solving problems beyond the reach of classical computers. However, despite the fanfare, a closer look at the data, expert opinions, and emerging ...