Viral Shorts

An MCP server that enables discovery and analysis of trending YouTube Shorts using natural language. It provides tools to track viral metrics like Views Per Hour (VPH), identify niche trends, and summarize video content through the YouTube Data API.

→ Xeron2000/viral-shorts · listed on glama

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// key findings

✅

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.

// full audit trail

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// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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[![M8ven Score](https://m8ven.ai/badge/mcp/xeron2000-viral-shorts-hk1ved)](https://m8ven.ai/mcp/xeron2000-viral-shorts-hk1ved)

commit: 7cabe628533c91264ff328515df18bec4c0ad532

code hash: 0ac9927114864a851c64b9c47a46b9a75ab1677c3f654130f5d18942b6577b1e

verified: 6/13/2026, 10:32:23 AM

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