Education & Research Madurai ManjiSubmitted July 26, 2026

Convo2Commit: Turn Meeting Dialogues into Project Milestones

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

About this project

Sprints and hackathons run on meetings. We discuss dependencies, schedule demos, delegate tasks, and identify blocks. But once the call ends, the execution falls apart. Action items are forgotten, deadlines slip, and key risks discussed during the meeting are never tracked—leading to missed launch dates and administrative overhead.

Education & Research track

Build innovative tools that transform learning, teaching, academic research, and knowledge discovery.

Source code

Team Madurai Manji

  • KAVIN.KLead

  • Charanjith ME

  • Vendra Punith Sai

  • Akshay R

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Frequently asked questions

What does Convo2Commit: Turn Meeting Dialogues into Project Milestones do?
Sprints and hackathons run on meetings. We discuss dependencies, schedule demos, delegate tasks, and identify blocks. But once the call ends, the execution falls apart. Action items are forgotten, deadlines slip, and key risks discussed during the meeting are never tracked—leading to missed launch dates and administrative overhead.
Who built Convo2Commit: Turn Meeting Dialogues into Project Milestones?
Convo2Commit: Turn Meeting Dialogues into Project Milestones was built by team Madurai Manji at the Amrita University Coimbatore NitroStack × MCP To The Moon hackathon, in the Education & Research 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.