Confluence AI FAQs

Question 1

How does Confluence AI work?

Accepted Answer

Confluence AI leverages the `@Tool` annotation to expose Confluence operations as callable tools. These tools are then registered with the MCP framework using a `ToolCallbackProvider`, allowing you to interact with Confluence through an MCP client.

Question 2

How can I test the Confluence AI server?

Accepted Answer

You can test the Confluence AI server with any MCP client, including the Claude desktop app. This allows you to verify that the callable tools are working as expected and that the server is properly integrated with Confluence Cloud.

Question 3

What features does Confluence AI offer?

Accepted Answer

Key features include Confluence Cloud integration for managing content, callable tools for performing actions, easy tool registration with the MCP framework, and testability with any MCP client, including the Claude desktop app.

Question 4

What is Confluence AI?

Accepted Answer

Confluence AI is a tool that allows you to interact with Confluence Cloud using AI through a Spring Boot-based Model Context Protocol (MCP) server. It enables you to manage spaces, pages, and document history programmatically.

Question 5

What technologies are used to build Confluence AI?

Accepted Answer

Confluence AI is built using Spring Boot AI and the Model Context Protocol (MCP). Specifically, it utilizes Spring Boot, Spring AI, and Spring Boot MCP to create a robust and scalable server.

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