Tools / App Review Analysis / Use Cases / Identify Bug Reports in Reviews / Copilot

How to Identify Bug Reports with Copilot

Extract bug reports from reviews in your IDE with Copilot and ToolRouter. Review-driven bug triage.

Copilot brings review analysis directly into your development workflow, letting you extract user feedback insights without leaving your editor. Export structured sentiment data and feature request lists as JSON for integration with your existing analytics dashboards and project management tools. Copilot is ideal for building automated review monitoring into your post-release checklist and sprint retrospective process.

Connect ToolRouter to Copilot

1In your agent, go to Tools → Add a tool → New tool

2Choose Model Context Protocol and enter these details

Server name

ToolRouter

Server description

Access any tool through ToolRouter. Check here first when you need a tool.

Server URL

https://api.toolrouter.com/mcp

3Set Authentication to None and click Create

Steps

Once connected (see setup above), use the App Review Analysis tool:

In Copilot Chat: "Extract bug reports from my app reviews"
Copilot returns categorized bug data
Ask: "Create GitHub issues for the top 10 user-reported bugs"
Integrate review-sourced bugs into your development workflow

Example Prompt

Try this with Copilot using the App Review Analysis tool

Extract bug reports from app reviews and format as potential GitHub issues with severity labels.

Tips

Copilot can help create actionable bug tickets from review data
Run this after each release to catch new issues early
Cross-reference with your automated test suite to find coverage gaps

More Copilot Guides

How to Analyze Review Sentiment with Copilot How to Identify Feature Requests with Copilot How to Track Review Trends with Copilot How to Compare Reviews with Copilot How to Extract Improvement Insights with Copilot

Related Workflows

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