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VidLens

Enables AI agents to search, analyze, and extract insights from YouTube videos including transcripts, visual frames, and benchmarks without requiring API keys. Supports semantic search across playlists, sentiment analysis, and visual content indexing with automatic fallback chains for reliable access.

→ thatsrajan/vidlens-mcp· listed on glama
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// key findings
⚠️
Known vulnerabilities in dependencies: 3 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 6 credentials: BRAVE_API_KEY, GEMINI_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY, SERPAPI_KEY, YOUTUBE_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies3 high

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

high@modelcontextprotocol/sdk@1.17.4GHSA-345p-7cg4-v4c7

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

high@modelcontextprotocol/sdk@1.17.4GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.17.4GHSA-w48q-cv73-mx4w

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

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
🔐 secretBRAVE_API_KEY— / SERPAPI_KEY Optional structured web search for social/generic URL discovery Varies Brave Search API or SerpAPI
🔐 secretGEMINI_API_KEY— Higher-quality embeddings for semantic search (768d vs 384d) ✅ Free tier [Google AI Studio](https://aistudio.google.com/) → Get API Key
🔐 secretGOOGLE_API_KEY
configNO_COLOR
🔐 secretOPENAI_API_KEY— Optional STT provider for transcribeVideoSource Paid/free trial varies [OpenAI Platform](https://platform.openai.com/)
🔐 secretSERPAPI_KEY— BRAVE_API_KEY / Optional structured web search for social/generic URL discovery Varies Brave Search API or SerpAPI
configVIDLENS_DATA_DIR
configVIDLENS_EMBEDDING_PROVIDER
configVIDLENS_ENABLE_UNIVERSAL_EXPLORE
configVIDLENS_GEMINI_EMBEDDING_MODEL
configVIDLENS_GEMINI_STT_MODEL
configVIDLENS_GEMINI_VISION_MODEL
configVIDLENS_OPENAI_STT_MODEL
configVIDLENS_STT_LANGUAGE_HINT
🔐 secretYOUTUBE_API_KEY— export =your_youtube_key
configYOUTUBE_MCP_GEMINI_DIMENSIONS
configYOUTUBE_MCP_GEMINI_MODEL
// 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/thatsrajan-vidlens-mcp-1qj744)](https://m8ven.ai/mcp/thatsrajan-vidlens-mcp-1qj744)
commit: 03086ed65d689b8dbb72b6ffd31adf50257f034f
code hash: 3c7d51452f754a861f4c93291980df4e1691888bb46a237037fe81ffe696ec54
verified: 6/11/2026, 11:38:54 AM
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