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glama

LinkedIn MCP Server

Provides comprehensive access to LinkedIn data through HarvestAPI, enabling profile searches, company information retrieval, job searches, post interactions, and group discovery.

→ Jing-yilin/linkedin-mcp-server· listed on glama
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// key findings
⚠️
Known vulnerabilities in dependencies: 15 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
✅
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.
🔐
You'll be asked for 2 credentials: HARVESTAPI_API_KEY, LINKEDIN_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies15 high12 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@1.17.2GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

high@modelcontextprotocol/sdk@1.17.2GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.17.2GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

highaxios@1.11.0GHSA-35jp-ww65-95wh

axios Vulnerable to Full Man-in-the-Middle via Prototype Pollution Gadget in `config.proxy`

highaxios@1.11.0GHSA-3g43-6gmg-66jw

axios Vulnerable to Credential Theft and Response Hijacking via Prototype Pollution Gadget in Config Merge

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// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
🔐 secretHARVESTAPI_API_KEY— or LINKEDIN_API_KEY Your HarvestAPI API key (required)
configHTTPS_PROXY
configHTTP_PROXY
🔐 secretLINKEDIN_API_KEY— HARVESTAPI_API_KEY or Your HarvestAPI API key (required)
configPROXY_URL— HTTP/HTTPS proxy URL (optional)
// 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 2 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/jing-yilin-linkedin-mcp-server-1orsoi)](https://m8ven.ai/mcp/jing-yilin-linkedin-mcp-server-1orsoi)
commit: 654f198dd585e5532e231d7c861b2ab621e0c008
code hash: 323f69f2141a88df13320fc16dc22b3a34ba4bbcdd25fbef48c0266088f0c153
verified: 7/9/2026, 10:11:10 AM
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