Jira Analysis MCP

A powerful Model Context Protocol (MCP) server for seamless Jira integration with AI assistants like Claude. Features advanced search capabilities, intelligent pod aliases, comprehensive ticket analysis, and full API support.

✨ Features

Core Capabilities

• 🔍 Advanced Search: Full pagination support - automatically fetches ALL results (no 100 issue limit)

• 🎯 Smart Pod Aliases: Use shorthand names (workflow, growth, platform) instead of full pod names

• 📊 Intelligent Ticket Analysis: Comprehensive analysis with automatic filtering of AI-generated comments

• 📝 Issue Management: Create, read, update, and search Jira issues with flexible field filtering

• 💬 Comments: Add, delete, and manage comments with automatic markdown-to-ADF conversion

• 📎 Attachments: Upload, download, and manage issue attachments

• 🎨 Rich Formatting: Automatic conversion of markdown to Atlassian Document Format (ADF)

  • Code blocks with syntax highlighting

  • Inline code, lists (bullet/numbered)

  • Headings, bold, italic, strikethrough

  • Links and line breaks

What Makes This Different

• No Pagination Headaches: Automatically handles Jira's pagination - you get all results, not just the first page

• Pod-Aware: Built-in understanding of common pod structures with smart aliasing

• AI-Ready: Filters AI-generated comments from analysis for cleaner insights

• Production-Ready: Handles Jira's latest API endpoints (no deprecated APIs)

Related MCP server: JIRA MCP Tools

🚀 Quick Start

Installation

git clone https://github.com/sheikhaamir/jira-analysis-mcp.git
cd jira-analysis-mcp
npm install
npm run build

Configuration

Create a .env file in the root directory:

JIRA_URL=https://your-domain.atlassian.net
JIRA_EMAIL=your-email@example.com
JIRA_API_TOKEN=your-api-token

Getting a Jira API Token:

1. Visit https://id.atlassian.com/manage-profile/security/api-tokens

2. Click "Create API token"

3. Copy the token and add it to your .env file

Usage with Claude Desktop

macOS

Edit ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "jira": {
      "command": "node",
      "args": ["/absolute/path/to/jira-analysis-mcp/build/index.js"],
      "env": {
        "JIRA_URL": "https://your-domain.atlassian.net",
        "JIRA_EMAIL": "your-email@example.com",
        "JIRA_API_TOKEN": "your-api-token"
      }
    }
  }
}

Windows

Edit %APPDATA%\Claude\claude_desktop_config.json with the same structure, using Windows paths.

Usage with Cursor

Create or edit ~/.cursor/mcp_settings.json:

{
  "mcpServers": {
    "jira": {
      "command": "node",
      "args": ["/absolute/path/to/jira-analysis-mcp/build/index.js"],
      "env": {
        "JIRA_URL": "https://your-domain.atlassian.net",
        "JIRA_EMAIL": "your-email@example.com",
        "JIRA_API_TOKEN": "your-api-token"
      }
    }
  }
}

📖 Usage Examples

Smart Pod Aliases

Use simple shorthand names instead of full pod names:

Example:

Pod = "workflow" AND created >= 2025-12-01

Automatically expands to:

Pod = "Pod 1 Workflow" AND created >= 2025-12-01

Search Issues

// Get all issues (no pagination limit)
search_issues({
  jql: 'Pod = "workflow" AND created >= 2025-12-01 AND project = SS2T',
  maxResults: 500
})

// Search by status
search_issues({
  jql: 'project = MYPROJ AND status = "In Progress"',
  maxResults: 100
})

Analyze Tickets

// Get comprehensive ticket analysis
analyze_ticket({ issueKey: 'SS2T-13091' })

// Returns structured data:
// - What customer saw (description, attachments)
// - How it happened (probable cause, root cause, regression status)
// - How it was fixed (resolution type, current status)
// - Timeline and customer context

Create Issues

create_issue({
  project: 'MYPROJ',
  summary: 'Bug: Login page not loading',
  description: 'Users are unable to access the login page',
  issueType: 'Bug'
})

Add Comments

add_comment({
  issueKey: 'MYPROJ-123',
  comment: 'This has been fixed in production'
})

🛠️ Available Tools

Issue Management

• get_issue - Get details of a specific issue

• search_issues - Search issues with JQL (supports pod aliases, full pagination)

• create_issue - Create a new issue

• update_issue - Update an existing issue

Analysis

• analyze_ticket - Get comprehensive ticket analysis (filters AI comments)

• get_comprehensive_issue - Get ALL details including custom fields, comments, attachments

Comments

• add_comment - Add a comment (with optional attachments)

• delete_comment - Delete a comment

Attachments

• get_attachments - List all attachments for an issue

• download_attachment - Download an attachment to disk

• add_attachment - Upload an attachment to an issue

🎯 Advanced Features

Full Pagination Support

Unlike basic Jira clients, this server automatically handles pagination:

• Fetches ALL results across multiple pages

• No manual token management

• No 100-result limits

Intelligent Ticket Analysis

The analyze_ticket tool provides:

• Automatic filtering of AI-generated comments

• Structured data extraction (probable cause, root cause, regression status)

• Timeline analysis

• Customer context (organization, tier, platform)

Pod-Aware Architecture

Built-in understanding of pod structures:

• Automatic alias expansion

• Support for multiple pod naming conventions

• Easy to extend with new pods

🔧 Development

Build

npm run build

Watch Mode

npm run watch

Project Structure

jira-analysis-mcp/
├── src/
│   ├── index.ts          # MCP server implementation
│   └── jira-client.ts    # Jira API client with pagination
├── build/                # Compiled JavaScript
├── .env                  # Your Jira credentials
└── package.json

📝 Requirements

• Node.js 18 or higher

• Jira Cloud account with API access

• Valid Jira API token

🤝 Contributing

Contributions are welcome! Please feel free to submit issues or pull requests.

📄 License

MIT License - see LICENSE file for details

🙏 Acknowledgments

Built with the Model Context Protocol SDK by Anthropic.

📞 Support

For issues, questions, or suggestions, please open an issue on GitHub.

Note: After installation or updates, restart your AI assistant (Claude/Cursor) to load the latest server build.