Enterprise AI & Workplace Automation TEAM METALODIANSSubmitted August 1, 2026

FollowThrough — an MCP agent that remembers what everyone promised

An MCP app on the Model Context Protocol built by TEAM METALODIANS at the SRMIST NitroStack × MCP To The Moon hackathon and deployed on NitroStack.

About this project

What it does— An AI "meeting promise tracker". It listens to meeting transcripts, auto-extracts every commitment ("I'll send the vendor report by Friday"), assigns owners and due dates, then quietly chases them so nothing slips. Who is it for — Teams drowning in follow-ups engineering leads and managers who hate chasing people and anyone tired of promises dying after the meeting ends. What makes it special — It's fully autonomous follow-through with real Slack nudges on your actual channel, real Linear tickets that auto-escalate to managers with watchers, and it closes the loop by matching Slack/email evidence to mark commitments done. No dashboard to check, no spreadsheet. It runs inside the tools you already use (Slack, Linear, Gmail) like an invisible assistant.

Enterprise AI & Workplace Automation track

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

Team TEAM METALODIANS

  • M Rohit Kumar

  • Harshvardhan Agrawal

  • Madhav Bhardwaj

  • Srijan JaiswalLead

Frequently asked questions

What does FollowThrough — an MCP agent that remembers what everyone promised do?
What it does— An AI "meeting promise tracker". It listens to meeting transcripts, auto-extracts every commitment ("I'll send the vendor report by Friday"), assigns owners and due dates, then quietly chases them so nothing slips. Who is it for — Teams drowning in follow-ups engineering leads and managers who hate chasing people and anyone tired of promises dying after the meeting ends. What makes it special — It's fully autonomous follow-through with real Slack nudges on your actual channel, real Linear tickets that auto-escalate to managers with watchers, and it closes the loop by matching Slack/email evidence to mark commitments done. No dashboard to check, no spreadsheet. It runs inside the tools you already use (Slack, Linear, Gmail) like an invisible assistant.
Who built FollowThrough — an MCP agent that remembers what everyone promised?
FollowThrough — an MCP agent that remembers what everyone promised was built by team TEAM METALODIANS at the SRMIST 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.