jira-ai-auditor
Enables running Jira project health audits directly in Claude Desktop, providing real-time health scores, risk detection, and team workload analysis through natural language.
README
Jira AI Auditor
Find the problems your Jira dashboard doesn't show you.
An MCP (Model Context Protocol) server that brings advanced project health auditing directly into your Claude Desktop. Instantly detect overdue tasks, unassigned active work, and reopened issues — with a 0–100 health score.
Features
- Real-Time Health Score — Instant 0–100 project health score with detailed breakdown
- Smart Risk Detection — Flags overdue tasks, unassigned active work, and reopened issues
- Native Claude Integration — No extra web apps. Run audits directly inside Claude Desktop
- Team Workload Analysis — See how tasks are distributed across your team
Requirements
- Claude Desktop
- Node.js v18 or higher
- A Jira Cloud account with API access
Installation
1. Clone the repository:
git clone https://github.com/YOUR_USERNAME/jira-ai-auditor.git
cd jira-ai-auditor
2. Install dependencies:
npm install
3. Get your Jira API Token:
- Go to Atlassian Account Settings
- Click Create API token
- Copy the token
4. Configure Claude Desktop:
Open your claude_desktop_config.json and add:
{
"mcpServers": {
"jira-ai-auditor": {
"command": "node",
"args": ["/full/path/to/jira-ai-auditor/index.js"],
"env": {
"JIRA_DOMAIN": "https://your-domain.atlassian.net",
"JIRA_EMAIL": "your-email@company.com",
"JIRA_API_TOKEN": "your-api-token-here"
}
}
}
}
5. Restart Claude Desktop and start auditing:
Audit my Jira project KAN
Usage
Once connected, simply ask Claude:
Audit project KANWhat's the health score of my PROJECT?Find all overdue tasks in KAN
Beta Program
We're looking for engineering managers and PMs to test this tool on real projects.
License
Proprietary — © 2026 Avtandil Labs. All rights reserved.
Support
If this tool provides value to your team and saves your time, consider supporting the development!
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