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Catch Up on Teams, Slack and WhatsApp with One AI Summary

In short: Back from vacation, or just from three hours of meetings? One prompt reads what you missed across Microsoft Teams, Slack and WhatsApp on your Mac and tells you what actually needs you. Teams is read through your Microsoft 365 account.

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LMCP··5 min read
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LMCP executes local tools on your device. Cloud AI providers and connected services can receive requested data; their terms apply.

The catch-up problem

A day of meetings or a week off means hundreds of messages across three apps — and the five that actually concern you are buried in channels you skim at 11pm. Scrolling is not catching up. An assistant that reads all three at once can separate “decision was made, affects you” from “217 messages of channel noise”.

What you need

  • macOS 13+ with the Slack and WhatsApp desktop apps you use, and a work or school Microsoft 365 account connected with connect_m365_account for Teams
  • An AI assistant — Claude Desktop, ChatGPT, Claude.ai web or any MCP client
  • LMCP installed — download, auto-configures your clients

The catch-up prompt

Prompt — paste into your AI
I’ve been away since Friday. Go through my Teams chats and channels, Slack, and WhatsApp since then. Summarize by priority: things that need a reply or decision from me, decisions made that affect me, and everything else in one line each.

Follow-ups once the summary is up:

Prompt — paste into your AI
Draft replies for the messages that need one — short and in my usual tone — and show me each before sending.
Prompt — paste into your AI
Anything in those threads I should add to my reminders or calendar? Create the entries.

How each app is read

Teams is read through your Microsoft 365 account: you connect your work or school account once with connect_m365_account and sign in with the code it shows, and LMCP makes the Microsoft Graph calls — you register no Azure app of your own and create no API key. Reading channel messages may need approval from your Microsoft 365 administrator. LMCP reads Slack’s local data on your own Mac and WhatsApp through its desktop session. Cloud AI providers can receive the requested results; check your organization's data-sharing policy before authorizing access.

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