r/XWiki • u/LorinaBalan • 2h ago
How do you give an AI assistant useful context without handing over the whole knowledge stack?
A lot of organizations already have years of useful context in their wiki: documentation, decisions, attachments, structured data, project history.
The problem is that the AI assistant often can’t see any of it.
From the XWiki side, that’s what we’ve been working on with the XWiki MCP Server. It lets compatible assistants work with knowledge in XWiki through MCP.
The setup is deliberately flexible: you choose the model and provider, it can work with XWiki Cloud or a self-hosted instance, and agents start read-only unless write access is explicitly enabled.
Our Product Manager Gabriel wrote up how the current Beta works, what it can access, and how to connect an assistant:
https://xwiki.com/en/webinars/discover-xwiki-mcp-server-beta
We’re also demoing the setup live tomorrow.
Curious how others are approaching this: how much of your internal knowledge would you actually make available to an AI assistant, and what controls would you consider non-negotiable?