It would be amazing if I could have Claude etc generate diagrams (say SVGs) and upload/insert them into generated documentation using the MCP server. At the moment I have to manually copy and paste them in which breaks down the amazing benefits from using confluence and the mcp server for docs. I love the connector btw :)
I believe current Confluence MCP servers rely on standard REST API v2 endpoints for reading and writing Confluence Storage Format (XML/HTML) text content.
Uploading and displaying visuals involves a two-step process that most standard MCP implementations don't combine into a single tool yet.
Looks like a feature request is open for this https://jira.atlassian.com/browse/ECO-1265
GitHub reference specifically requests tools (getConfluencePageAttachments, uploadConfluenceAttachment) to fetch and upload media natively without needing external scripts.
Welcome to the community !!
As Vishwa suggest a mktplace app can help to render mermaid diagrams directly in Confluence. If you are open to try out one, take a look at
Mermaid Diagrams & Charts for Confluence
The app has more than 15 diagramming templates and also integrates with your code repositories like GitHub/Bitbucket.
Disclaimer : I am part of the app dev team
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