Confluence
by Atlassian
Connect AI to Confluence to search your wiki and answer questions with citations back to the source page, and to create and update pages, spaces and collaborative content
How agents use Confluence
- ✓Agent creates a new Confluence page to document a workflow run, decision log, or generated report
- ✓Agent searches Confluence to retrieve relevant documentation before answering a question or starting a task
- ✓Agent answers a question from your wiki and returns the page title and URL it drew from, so every answer carries a citation back to the source
- ✓Agent runs a CQL search across spaces and cites the specific pages behind its answer rather than paraphrasing without attribution
- ✓Agent checks the version and last-updated date of a cited page, so answers flag when the underlying documentation is stale
- ✓Agent updates an existing page to keep runbooks, status reports, or reference docs in sync with workflow outputs
- ✓Agent generates structured meeting notes or sprint summaries and publishes them to the correct space
- ✓Agent reads a page to extract procedures or rules that guide its decision-making in a workflow
Agent actions
Inputs: spaceKey, title, content, parentId, labels
Returns: pageId, pageUrl, version, success
Inputs: pageId, title, content, version, minorEdit
Returns: success, version
Inputs: pageId, expand
Returns: page, title, content, version, spaceKey
Inputs: spaceKey, title
Returns: page, pageId, found
Inputs: pageId
Returns: success
Inputs: cql, limit, start
Returns: results, total, count
Inputs: spaceKey
Returns: space, name, key, type
Inputs: limit, type
Returns: spaces, total
Inputs: key, name, description
Returns: spaceId, spaceKey, success
Inputs: pageId, content
Returns: commentId, success
Inputs: pageId, limit
Returns: comments, total
Inputs: pageId, label
Returns: success
Inputs: pageId, label
Returns: success
Inputs: pageId, limit
Returns: children, total
Inputs: pageId
Returns: ancestors, count
Inputs: pageId, filename, fileData, comment
Returns: attachmentId, success
Inputs: pageId
Returns: attachments, total
Inputs: content, format
Returns: html, success
Inputs: name, url, events
Returns: webhookId, success
Example workflows
Automated documentation
Automatically generate and update documentation pages from code, APIs, or other sources
Knowledge base automation
Create and maintain a knowledge base with automated content updates
Meeting notes generation
Automatically create meeting notes pages from calendar events and recordings
Content synchronization
Sync content between Confluence and other systems for unified documentation
AI assistant for Confluence with citations
Let an AI assistant answer questions from your wiki and cite the Confluence page each answer came from, so staff and customers can verify the source instead of trusting an unattributed answer
About Confluence
- Vendor
- Atlassian
- Pricing Always review details with the vendor
- Free — Free tier available with limited features. Standard plan starts at $5.75/user/month. API access included in all plans.
- Authentication
- API key
- Rate limit Always review details with the vendor
- 300 requests / minute
- Compatible nodes
- AgentResourceInputOutput
Put Confluence behind your AI agent
Set up Confluence alongside your other tools in the planner — no code — so AI can act on it for your customers.
Open the planner