{"id":"linkedin-mcp-server","name":"LinkedIn MCP Server","homepage":"https://github.com/stickerdaniel/linkedin-mcp-server","repo_url":"https://github.com/stickerdaniel/linkedin-mcp-server","category":"data","subcategories":["web-scraping","social-media","recruiting"],"tags":["linkedin","mcp","scraping","profiles","jobs","browser-automation"],"what_it_does":"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.","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"],"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.","alternatives":["LinkedIn Official API","Proxycurl","PhantomBuster","Apify LinkedIn scrapers"],"af_score":48.4,"security_score":40.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"unknown","last_evaluated":"2026-03-01T09:50:05.793692+00:00","performance":{"latency_p50_ms":null,"latency_p99_ms":null,"uptime_sla_percent":null,"rate_limits":"LinkedIn-imposed; frequent logins trigger CAPTCHAs","data_source":"llm_estimated","measured_on":null}}