What data does the LinkedIn profile scraper return?

It returns the person's full name, headline, summary, current title and company, location, industry, full work experience history, education, skills, certifications, profile image URL, and connection count — all in structured JSON.

How is this different from browser-based LinkedIn scrapers?

SyncGTM's LinkedIn scraper uses premium data providers instead of browser automation. No login required, no risk of LinkedIn account bans, and results are structured and reliable. It works via CLI and MCP — no browser extension needed.

Can I scrape LinkedIn profiles from AI tools like Claude or Cursor?

Yes. Configure the SyncGTM MCP server and your AI assistant can scrape LinkedIn profiles using natural language prompts. Just ask it to scrape a profile URL and it returns structured data.

How many credits does it cost to scrape a LinkedIn profile?

Scraping a LinkedIn profile costs 1 credit per run. You can check your remaining credits in the SyncGTM dashboard.

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Scrape LinkedIn Profile

Scrape LinkedIn Profile is a LinkedIn profile scraper that extracts structured professional data from any LinkedIn profile URL. Pass a profile link and get back the person's headline, summary, full work experience, education history, skills, certifications, and connection count in clean JSON format.

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MCP not available

Scrape LinkedIn Profile is not currently available via MCP. You can use the CLI instead.