Video URL Analyzer

Item: Video URL Analyzer
Rating: 71
Author: M8ven

Analyzes YouTube, TikTok, and Instagram videos through Gemini-powered transcription, content analysis, Q&A, and tutorial step extraction.

→ u2n4/video-url-analyzer-mcp · listed on pulsemcp

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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.

🔐

You'll be asked for 1 credential: GEMINI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

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

configVIDEO_ANALYZER_MODEL— Lets you pick a default model via .

🔐 secretGEMINI_API_KEY— PyPI with uvx, uses an existing environment variable when

configANALYSES_DIR— Directory for saved analyses ./analyses

configVIDEO_CONTEXT_DIR— Directory for saved reusable video contexts video_contexts

configVIDEO_SOURCE_DIR— Directory for cached downloaded source media video_sources

configVIDEO_ASSET_DIR— Directory for extracted frames/clips video_assets

configGEMINI_DEEP_MODEL— VIDEO_ANALYZER_MODEL Single-knob default model id used for both fast and deep model resolution. Per-call model= and GEMINI_FAST_MODEL / still take precedence. _unset_

configGEMINI_FAST_MODEL— VIDEO_ANALYZER_MODEL Single-knob default model id used for both fast and deep model resolution. Per-call model= and / GEMINI_DEEP_MODEL still take precedence. _unset_

// 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 5 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/u2n4-video-url-analyzer-mcp-19f1c4)](https://m8ven.ai/mcp/u2n4-video-url-analyzer-mcp-19f1c4)

commit: c33d3f652f785253241e7eda1fef75e02ce11d87

code hash: e1eadbe2e7a6824c6b2d4b89f558ace0bdb5d290211f3464d406068f693e8fd3

verified: 7/30/2026, 8:14:36 PM

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