LinkedIn MCP Server

Enables natural language interaction with LinkedIn, including profile retrieval, job searching, messaging, and post engagement.

→ pauling-ai/linkedin-mcp-server · listed on glama

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// key findings

✅

19 tools verified — handlers match their declared behaviour

14 read-only tools verified — handlers contain no write/delete/exec

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configLINKEDIN_TRACE_MODE

configLINKEDIN_DEBUG_TRACE_DIR

configLINKEDIN_DEBUG_STABILIZE_NAVIGATION

configPYTEST_CURRENT_TEST

configPLAYWRIGHT_BROWSERS_PATH

configPLAYWRIGHT_SKIP_BROWSER_GC

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/pauling-ai-linkedin-mcp-server-1fh0w0)](https://m8ven.ai/mcp/pauling-ai-linkedin-mcp-server-1fh0w0)

commit: 997da07c75aa3b24a0259e1c6c2b00dbb4e0baf7

code hash: c3a123d00f76512330337cd28d523b7ba17f09fbc12b8997fdb9a209ad1bc8a7

verified: 6/22/2026, 12:51:45 PM

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