Turn test data into release insights with AI | SmartBear MCP for Zephyr

Mar 31, 2026

Testing teams need to know if they’re ready for a release. Getting answers within Jira, however, often means jumping between multiple screens and reports.

In this demo, see how you can query your test data with SmartBear MCP for Zephyr to get insights directly from your testing system of record, so you can make faster, more informed release decisions.

From within AI tools like Copilot, Claude, or VS Code, you’ll learn how you can:

➡️ Identify Jira stories with failing test executions
➡️ Find gaps in test coverage across a release
➡️ Analyze release risk based on real test data
➡️ Connect testing, development, and delivery data in one place

SmartBear MCP for Zephyr brings insight from your Atlassian ecosystem directly into your existing workflow. Learn more here: https://smartbear.com/ai/mcp-server/