{
  "id": 18144392,
  "title": "Extract LinkedIn Profile Data with MCP for Contact Research",
  "url": "https://urgent.news/2026/11/04/extract-linkedin-profile-data-with-mcp-for-contact-research",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-11-04T16:13:52.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/browser_act_e2505dbdf454a/extract-linkedin-profile-data-with-mcp-for-contact-research-ff9"
  },
  "original_language": "en",
  "account": "To prepare for meetings, have an AI agent retrieve professional details from LinkedIn profiles. Use an MCP-connected AI agent with a BrowserAct Bot to gather data. Create a personal LinkedIn Profile Scraper Bot with your login, input URLs, and have the agent retrieve results for a research table. Key Takeaways include using URL-based extraction for known profiles, configuring your login, counting records separately, reviewing empty optional fields, preserving the original export, and defining the needed research table. Start by choosing the information required, such as name, role, company, and profile URL. Include an email column if needed for contact research. The template returns specific fields to help verify identity, professional context, background, and contact information. Check the output against your expectations, and start with a few profiles to ensure the output meets your needs before processing the entire list. To extract LinkedIn profile data, prepare your list of URLs, use a personal LinkedIn Profile Scraper Bot, and run the template with your own LinkedIn account. If needed, set up a personal Bot using BrowserAct and configure its own LinkedIn access before submitting your list.",
  "summary": "You are preparing for meetings with people whose LinkedIn profile URLs are already in your notes. Your AI agent needs their visible professional details to organize the research, connect each person to a source and identify questions that still need an answer. You can extract LinkedIn profile data through an MCP-connected AI agent using a published BrowserAct Bot. Prepare a personal LinkedIn…",
  "key_points": [
    "AI agent retrieves LinkedIn profile data using MCP-connected BrowserAct Bot",
    "Personal LinkedIn Profile Scraper Bot created with user login and URLs",
    "Template extracts specific fields like name, role, company, profile URL"
  ],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}