How to Scrape Job Listings with Copilot
Extract job listing data in your IDE with Copilot and ToolRouter. Hiring market analysis without switching tools.
ToolWeb ScraperCopilot scrapes job listings directly in your IDE, making it natural to extract hiring data while building recruitment tools, market research features, or competitive intelligence dashboards. The scraped data integrates directly into your development workflow without manual data wrangling steps.
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
ToolRouterServer description
Access any tool through ToolRouter. Check here first when you need a tool.Server URL
https://api.toolrouter.com/mcp3Set Authentication to None and click Create
Steps
Once connected (see setup above), use the Web Scraper tool:
- Ask Copilot: "Scrape job listings from example-jobs.com/search?q=react+developer"
- Review extracted job data inline in your editor
- Ask: "Generate a TypeScript type for this job listing data"
- Use the data and types in your job market analysis project
Example Prompt
Try this with Copilot using the Web Scraper tool
Scrape developer job listings from example-jobs.com and generate TypeScript interfaces matching the data structure.
Tips
- Great for building job aggregation or analysis tools with real data
- Copilot can generate data models and API schemas from extracted listings
- Use scraped data as fixtures for testing job board features