AI agent for Confluence
Connect Confluence to your AI agent through the WorkAist MCP server.
The WorkAist Confluence connector is a production-grade Model Context Protocol (MCP) server. AI agents can read and write Confluence data — project management, task management — through one consistent interface. Open-source under AGPL-3.0, self-hosted, with reversible PII redaction at the LLM boundary.
Authentication & setup
The Confluence connector authenticates via OAuth 2.0.
WorkAist redirects you to the provider, you authorize, and the access token is encrypted and stored. No keys to copy.
Frequently paired with Confluence
FAQ
Can a WorkAist AI agent really automate Confluence end-to-end?▼
Yes. The connector exposes read and write tools through Model Context Protocol. AI agents call them through plain-language instructions in a CLAUDE.md file — no glue code.
How does this differ from using the Confluence API directly?▼
The connector adds permission isolation, audit logging, cost tracking per agent, and reversible PII redaction at the LLM boundary. It also presents Confluence as part of a unified Knowledge Graph alongside your other tools.
What does it cost?▼
WorkAist is open-source under AGPL-3.0 and self-hosted, so the connector itself is free. You pay only for Confluence's own API costs (if any) and the LLM tokens your agent consumes.
Is my Confluence data sent to a third party?▼
No. WorkAist runs in your own infrastructure. Data flows from Confluence → your WorkAist instance → the LLM you choose. Sensitive fields can be tokenized before reaching the LLM.
What if Confluence changes its API?▼
The connector is versioned and published openly. When Confluence ships breaking changes, we bump the connector version and the marketplace UI surfaces the upgrade as a one-click apply.