This is a submission for the GitHub Finish-Up-A-Thon Challenge
What I Built
Last semester, under the pressure of B.Tech finals and a looming presentation deadline, I shipped a full-stack AI agent system called the Unified MCP Framework. The idea was straightforward: build a single orchestration layer where an AI could interpret natural language commands and route them to the right tool - a filesystem, a browser, a GitHub API - without the developer having to wire each one manually.
The core architecture had three pieces:
A React + Vite frontend for the chat interface and tool trace visualization






