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Would this open-source AI Jira explorer be useful for your workflows? (feedback welcome)

Sunish B
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May 17, 2026

Hi Atlassian Community,

I have been working on an open-source side project for Jira users and wanted to share it in case it is useful for your contributor or triage workflows.
The tool is called AtlasMind (https://atlasmind.de/) an open‑source  AI-assisted Jira explorer:

  • Ask questions in plain English and the backend automatically generates JQL and aggregation queries
  • Results are displayed in a table and auto-generated charts.
  • Runs in demo mode with no login or credentials required, or in live mode against any Jira instance (simple configuration required)
  • Currently it is running live against the public Apache Jira instance https://issues.apache.org/

 

Preview
Atlasmind_Demo.gif
Github Repo: https://github.com/sunishbharat/AtlasMind-frontendUI

Welcome your feedback and ideas for improvement. I would also love to know whether this fills a gap in your workflows and what would be missing to make it practically useful.

Thanks,
Sunish

1 answer

0 votes
Tomislav Tobijas
Community Champion
May 24, 2026

Interesting idea @Sunish B 👀

I think I've seen something like this (or similar solution) once or twice. We do tend to use Rovo for things like this, but I could share this with my colleagues who are exploring these solutions. 🤔

Sunish B
I'm New Here
I'm New Here
Those new to the Atlassian Community have posted less than three times. Give them a warm welcome!
May 24, 2026

Thanks Tomislav! Appreciate your kind words and honest feedback.
As far as I understand, Rovo's chart generation requires a separate Home dashboard view and is only supported on cloud premium plans.
AtlasMind does it in one shot: plain English -> JQL -> live Jira data -> rendered chart, no surface switching and is opensource. It also runs on any Jira instance including public ones like Apache, so anyone on Data Center or Server, who has no equivalent Rovo option will be able to use it out of the box. Would genuinely love to hear back from your colleagues, especially the DC users.

Like Tomislav Tobijas likes this

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