Jira AI Auditor

Find the problems your Jira dashboard doesn't show you.

AI-powered auditing that turns raw Jira data into actionable insight. Instantly detect overdue tasks, ghost items (Unassigned), and issues quietly reopened after being marked Done — directly inside Claude, in any language your team's workflow uses.

How It Works

Step 01

Connect Jira

Link your Jira project securely via Model Context Protocol inside Claude Desktop.

Step 02

Run in Claude

Ask Claude to audit your project health with a single natural language command.

Step 03

Get Actionable Insights

Receive an instant health score, risk breakdowns, and specific bottleneck warnings.

Real-Time Health Score

Get an instant 0-100 project health score, weighted proportionally to overdue, unassigned, and reopened work — not just raw counts.

Reopened Issue Detection

Catches tickets that were marked Done and later reopened, by reading changelog history — not just the current status.

Works in Any Language Free

Status detection uses Jira's own language-independent status categories, not English text matching — tested working on English and Russian workflows.

Native Claude Integration

No extra web apps needed. Run audits straight from your Claude Desktop workspace via Model Context Protocol.

Live Audit Output Preview

Project Key: KAN

Health Score: 68 / 100

Sample report returned to Claude:

{ "healthScore": 68, "scoreBreakdown": [ { "reason": "Overdue tasks", "count": 2, "points": -14 }, { "reason": "Unassigned tasks", "count": 2, "points": -10 }, { "reason": "Reopened tasks", "count": 1, "points": -8 } ], "warnings": [ { "issueId": "KAN-3", "type": "overdue", "message": "KAN-3 is overdue by 21 days" }, { "issueId": "KAN-1", "type": "reopened", "message": "KAN-1 was reopened after completion" } ], "issues": [ { "id": "KAN-1", "status": "In Progress", "riskScore": "High", "isReopened": true } ] }

KAN-1 was marked Done, then moved back to In Progress — a change most Jira dashboards won't surface on their own. This is real output from the current release, not a mockup.

Free vs Premium

Start free. Upgrade when you need the full picture.

Free

5 audits / day

Project health score
Overdue & unassigned detection
Reopened issue detection
Risk tags (Low / Medium / High)
Team workload view
Works in any Jira language

Premium

$9/mo

Everything in Free, unlimited
Sprint Auditor (story points, completion rate, velocity)
Exact 0–100 risk score per ticket
Priority access to new features

Want to try it on your Jira project for free?

Join our early beta program. Quick setup, no credit card required.

Request Free Beta Access

Need the full picture?

Unlock unlimited audits, Sprint Auditor, and exact risk scores.

After checkout, you'll receive your Premium activation instructions by email within 24 hours.

If this tool saves your time, consider supporting us — and a star on GitHub helps others find it too.

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