Building a LinkedIn Scraper (and Turning It Into an MCP Integration)
We recently built a LinkedIn scraping tool that can extract profiles, company data, and connections without getting flagged.
Sounds simple, right? Well, three weeks and countless "unusual activity detected" warnings later, We learned that scraping LinkedIn is less about parsing HTML and more about outsmarting their anti-bot systems.
Full source code: github.com/vertexcover-io/linkedin-spider
