Slack & Microsoft Teams · In active development
Ask it where you already work.
The MsgStack agent isn't a slash command that returns a one-shot artifact — it's a real MCP client against the same grounding server the admin dashboard and every other AI tool use. Ask a question in Slack or Teams, get a grounded, cited, tier-aware draft back in the thread.
See the loop
This is a mocked illustration of the flow being built — not a live connection. Respects reduced-motion settings.
Mocked for illustration — the Slack/Teams agent is in active development. See ROADMAP.md.
Slack agent in a channel
Product previewThe real thing
Swapped in once the agent is connected to a live Slack/Teams workspace — the illustration above is a mocked preview of the same flow.
How it works
Ask in the channel
@MsgStack write a LinkedIn post about our new rate limits, grounded in Developer Specs — no dashboard, no context switch.
The agent queries the graph
The bot is itself an MCP client against MsgStack's existing server — it calls the same grounding tools any other MCP client uses, scoped to the canon domain you named or the one it infers.
You get a cited, tier-aware draft
Locked (Tier 1) claims come back verbatim. Structured (Tier 2) claims come back with latitude on phrasing but not substance. Every citation traces back to the specific canon entry and its DRI.
Approve, edit, or regenerate — right there
Approve writes a real Approval Event into the same governance workflow the web dashboard uses. Nothing about using the agent skips review.
This page describes a feature in active development, not a shipped one — see ROADMAP.md for current status. Every feature on this site carries an honest shipped/planned badge — we don't overclaim.
See what's already shipped →