linkedin-mcp-serverMCP Server42/100 via “company profile and feed extraction with section-based navigation”
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
Unique: Applies the same 'one-section-one-navigation' architecture to company pages, allowing Claude to request only specific company sections (overview, employees, feed) rather than loading entire company profiles. This minimizes page loads and detection risk while enabling granular data extraction tailored to the AI's actual information needs.
vs others: More efficient than monolithic company scraping tools because it maps each data type to a discrete navigation action, reducing unnecessary page loads and rate-limit exposure. Patchright-based automation is more resilient to LinkedIn's anti-bot mechanisms than generic web scraping libraries.