Extract tasks from team feedback

When a new comment is posted in Confluence Cloud, pass the text to Atlassian MCP to extract key tasks and automatically create them in Confluence Cloud.

Try:

See all Atlassian MCP + Confluence Cloud integrations or talk to a human

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How Knit builds this workflow

The Agent researches both APIs and wires the trigger on one side to the action on the other — no pre-built connector required. Here is the vocabulary it has to work with.

Atlassian MCP Explore Atlassian MCP →

Triggers

New completion generated

Fires when Atlassian MCP generates a response to a prompt.

Model run failed

Fires when a request to Atlassian MCP errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in Atlassian MCP finishes.

Actions

Generate a completion

Sends a prompt to Atlassian MCP and returns the model's response.

Summarize text

Uses Atlassian MCP to summarize a block of text.

Classify or extract data

Uses Atlassian MCP to classify or extract structured data from text.

Confluence Cloud Explore Confluence Cloud →

Triggers

New post or update shared

Fires when a new post or update is shared in Confluence Cloud.

New comment or review

Fires when someone comments on or reviews an item in Confluence Cloud.

Task assigned

Fires when a task is assigned to someone in Confluence Cloud.

Actions

Create a post or update

Posts an update or announcement in Confluence Cloud.

Create a task

Creates a new task in Confluence Cloud.

Create a project or space

Creates a new project or workspace in Confluence Cloud.

Share a file or folder

Shares a file or folder in Confluence Cloud.

Summarize team updates automatically When a new post is shared in Confluence Cloud, use Atlassian MCP to summarize the text and post the digest back to the team workspace. See details

Post alert when model training finishes When a fine-tune job is completed in Atlassian MCP, automatically share a post in Confluence Cloud to notify developers. See details

See all Atlassian MCP + Confluence Cloud integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Extract tasks from team feedback” between Atlassian MCP and Confluence Cloud?

Yes — describe it in the box above and Knit's Integrations Agent researches Atlassian MCP and Confluence Cloud's public API docs (or your own uploaded docs) and builds a working workflow, whether or not either app already has a pre-built connector.

How long does it take to build?

Minutes to a first working version, not weeks — you test it against real data before it goes anywhere near production.

How can AI models enhance collaboration tool workflows?

AI can analyze long posts, extract key tasks, and automatically summarize project updates for quick consumption.

What happens if an AI model run fails during an automated process?

You can configure alerts or fallback posts in Confluence Cloud whenever Atlassian MCP encounters a failed run.