linkedin-mcp-server and Custom-MCP-Server
These are competitors offering overlapping LinkedIn scraping capabilities, though A provides deeper LinkedIn-specific functionality while B offers broader social media coverage across multiple platforms.
About linkedin-mcp-server
stickerdaniel/linkedin-mcp-server
This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape LinkedIn profiles, companies and jobs, and perform job searches.
Implements browser automation with Patchright (a Playwright fork) and persistent profiles to bypass LinkedIn's anti-scraping measures, replacing deprecated cookie-based authentication. Exposes seven MCP tools for granular profile/job data extraction with explicit section selection, supports both stdio and HTTP transports, and serializes concurrent requests through a shared browser session to maintain LinkedIn login state.
About Custom-MCP-Server
Sharan-Kumar-R/Custom-MCP-Server
MCP server for scraping LinkedIn, Facebook, Instagram profiles and Google search.
Built on FastMCP, this server integrates with RapidAPI scraping endpoints and Google Serper to expose profile extraction and search tools through the Model Context Protocol—enabling AI assistants like Claude Desktop to query LinkedIn, Facebook, and Instagram profiles via stdio transport. Tools return JSON-structured data with profile metadata (name, title, location, bio) and search results, requiring API keys from RapidAPI and Serper.dev for operation.
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