MCP Server to fetch ticket items for code review in external AI tool

[Pablo Adames]

We use VSCode and Warp-AI as coding IDEs and their integrated AI models through paid plans. We also have JIRA and Confluence Cloud Company accounts.

Can we use the Atlassian Rovo MCP Server from our IDEs to search ticket content, given the JIRA ticket name alone?
Our goal is to expedite code reviews. Every human reviewer should be able to specify what records from the ticket they want/need retrieved to start the code review, using the AI model of their preference/budget and the goals of the review. Not all reviews are the same. Sometimes you may want to search for related tickets, and sometimes you want to scope the review exclusively to the given ticket.

Thanks,
Pablo

[Tomislav Tobijas]

Hi @Pablo Adames ,

I know that Rovo Dev is available in VS Code > see February announcement here: Rovo Dev is now generally available in VS Code 

As for the MCP server itself, it's stated here that VS Code is a supported IDE. Warp-AI is not explicitly listed as a natively supported client, but MCP should be able to connect via "mcp-remote" proxy.

I'm not strictly a dev myself, so I don't work in VS Code that often, but based on what I've seen, once you configure the MCP server, you should be able to use natural language prompts within your IDE AI chat to have things like:

• Rovo search - search for work items
• Rovo fetch - e.g., fetch description of the specific work item

More on that here: Using Rovo search and fetch in the Atlassian Rovo MCP Server 📚

Btw, I'm going to move this to the Rovo forum group for someone to maybe chime in if they have more info.
Apart from that, you could check the following discussion group for any additional info on this topic: Atlassian Rovo MCP Server 

Cheers,
Tobi