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by AshlynnLu • Analytics & Monitoring
An MCP server that searches LinkedIn company pages, crawls them in parallel, and uses LLM-based checks to verify whether a page is an official company profile.
Find candidate LinkedIn company pages for a given company name to present possible matches.
Fetch and aggregate the full content of multiple web pages in parallel for downstream analysis.
Verify whether a LinkedIn page belongs to an official company using LLM-based content matching and heuristics.
This server implements a Model Context Protocol (MCP) service for locating and validating LinkedIn company pages. It provides tools to search for company LinkedIn pages (via Serper/Google), concurrently crawl multiple pages (using Playwright), and run intelligent content verification with OpenAI. The service is intended to automate and scale the task of confirming official company profiles and returns structured verification results and best matches. It also includes logging for the crawler, search, and LLM interactions and supports proxy configuration for more stable access.
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