Confluence pages
Feed type: Confluence / AtlassianConfluence
Spaces and pages
Child pages and recursive hierarchies
Attachments on pages
Parent page context
Setup fields
Atlassian Site *SpaceInclude AttachmentsPage Limit
Ingest
What gets ingested
Graphlit reads the selected Confluence surfaces, converts the source material into searchable content, and keeps enough source metadata for grounded answers, retrieval, and downstream agent workflows.
Confluence
Deliver
Deliver through Confluence
Delivery pages show the full path from context to action: Graphlit retrieves context from Confluence, agents reason over that context, and approved outputs are delivered through MCP tools and connected accounts.
Create or update page
Delivery path: Graphlit MCP + Confluence
Create new pages in a Confluence space
Replace existing page content
Append sections to an existing page
Upsert pages into a target space
Prepare
What Graphlit prepares
The integration is not just a connector. Graphlit turns Confluence into content that can be searched, cited, summarized, enriched with observations, and supplied to agents through the Graphlit API and MCP.
{
"source": "Confluence",
"content": "Confluence pages",
"extracted": [
"entities",
"observations",
"facts",
"summaries"
],
"citations": [
"Confluence source references"
],
"agentContext": {
"searchable": true,
"groundedAnswers": true,
"deliveryEnabled": true
}
}Use cases
What you can build with Confluence
01
Build a Confluence knowledge base from spaces and pages and child pages and recursive hierarchies and search it alongside the rest of your Graphlit content.
02
Ask grounded questions over Confluence context without forcing users to leave the tools where the work originally happened.
03
Extract people, organizations, projects, events, facts, and decisions from Confluence content so agents can reason over durable context.
04
Let approved agents create new pages in a Confluence space after retrieving the source context that justifies the delivery.
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FAQ
Common questions
Related
Commonly paired integrations
Start building
Start building with Confluence and Graphlit
Create a free Graphlit project, connect Confluence, and turn real operational context into retrieval, knowledge graphs, and MCP-native agent workflows.