LinkedIn MCP Server
MCP server that scrapes LinkedIn data using browser automation (Patchright), exposing tools to retrieve profiles, company data, job listings, and search results for AI assistants.
Best When
You need occasional personal-use LinkedIn data access from an AI assistant and accept the fragility of browser-based scraping.
Avoid When
You need reliable, ToS-compliant LinkedIn data access at any scale. LinkedIn's official API or approved partners are better choices.
Use Cases
- • Retrieving LinkedIn profile information for research or recruiting
- • Searching LinkedIn job listings with keyword and location filters
- • Extracting company profiles and recent posts
- • People search for networking or recruiting workflows
Not For
- • Production or commercial scraping at scale - likely violates LinkedIn ToS
- • Reliable automated workflows - LinkedIn actively blocks scraping
- • Users unwilling to deal with periodic CAPTCHA challenges and session expiry
- • Headless server environments without display for initial auth
Alternatives
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Scores are editorial opinions as of 2026-03-01.