Async teams generate artefacts faster than documentation. A workshop becomes a board of stickies, a walkthrough becomes a twenty-minute Loom, a decision becomes a thread in a page nobody files. Six weeks later the artefacts exist and the knowledge is gone.
Three MCP servers address that gap: Miro for boards, Loom for recordings, and Confluence for the pages that should have been written.
The short answer
Read the artefact, produce a draft document, and let a person own the final version. The agent is good at extraction and summarisation; it is not the person who was in the room.
Boards: the workshop that left no trace
A board after a workshop is a set of votes and clusters that made sense in the room. Miro can read frames, frames' stickies, and votes, which is enough to reconstruct themes with counts.
The output should be a summary someone can check: theme, supporting stickies quoted, vote count. What the agent cannot recover is the argument that happened while moving a sticky, so the document should say what was decided rather than pretend it records why.
Recordings: the walkthrough nobody re-watches
A Loom recording usually documents a process better than any page, and nobody watches it twice because it is twenty minutes. The transcript makes it addressable: the agent can pull the steps, the named files, and the caveats.
The honest limitation is speaker context — a transcript loses tone and emphasis, so a step that was said with a caveat reads as unconditional. The draft should be reviewed by someone who was there, which is cheap when the page is short.
Pages: the wiki nobody searches
Confluence closes the loop if the draft lands somewhere findable. The useful trick is not writing new pages, it is linking the new page to the existing ones and adding the terms people actually search.
That is also where the agent is weakest: it can find related pages, but deciding which page is canonical is a judgement about the organisation, not about the text.
The pipeline
| Artefact | Server | Draft output | Human owns |
|---|---|---|---|
| Workshop board | Miro | Themes with vote counts | Which themes matter |
| Screen recording | Loom | Steps and caveats | Tone and context |
| Existing pages | Confluence | Links and terms | Canonical page choice |
The right-hand column is why this is a draft pipeline and not automation. Each row has exactly one decision that a person must make, and it is a decision about intent rather than about text.
The cost of getting it wrong
A generated document that reads well and gets the decision wrong is worse than no document, because it becomes the record. The mitigation is structural: every claim in the draft should point at a sticky, a timestamp, or a page.
A worked example
A product workshop ends with a board of forty stickies and three clusters. The agent reads the board, produces three themes with the stickies quoted, and drafts a one-page summary with open questions. A person edits the framing, adds the context that was never on the board, and files it in the right space.
Total time: fifteen minutes instead of an afternoon, and the result is a page someone can find in six months.
Frequently asked questions
Can the agent join the meeting? No. It reads the artefacts afterwards, which is a different and often better mode — the recording exists, and the summary comes later.
What about privacy? Boards and recordings include other people. Check whose content the token can reach before connecting anything.
Do I need all three? No. Start with the artefact your team produces most. See MCP servers.
Last checked: 14 November 2026.
Related: the media asset pipeline, publishing with an agent, and MCP servers.
