Ask Samin

Item: Ask Samin
Rating: 74
Author: M8ven

Enables users to search Samin Yasar's video library and receive full-video recommendations grounded in transcript evidence with links to exact matched caption cues.

→ AI-Answer/ask-samin · listed on glama

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// key findings

✅

4 tools verified — handlers match their declared behaviour

4 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.

🔐

You'll be asked for 3 credentials: ADMIN_INGEST_TOKEN, SUPABASE_SERVICE_ROLE_KEY, YOUTUBE_INNERTUBE_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.

🔐 secretADMIN_INGEST_TOKEN— protects the ingestion write route; use at least 32 random bytes.

configNEXT_PUBLIC_APP_URL— canonical deployment URL used in MCP connection instructions.

configNEXT_PUBLIC_SUPABASE_URL— and SUPABASE_SERVICE_ROLE_KEY: enable persistent hybrid retrieval and ingestion.

🔐 secretSUPABASE_SERVICE_ROLE_KEY— NEXT_PUBLIC_SUPABASE_URL and : enable persistent hybrid retrieval and ingestion.

configSUPABASE_URL

🔐 secretYOUTUBE_INNERTUBE_API_KEY

// 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/ai-answer-ask-samin-1dxlri)](https://m8ven.ai/mcp/ai-answer-ask-samin-1dxlri)

commit: cfce36502bf493b82e547bf1fd34c2389570eb43

code hash: b3a078e728e05388e064c82d6bb4ddc3a92be2cf9957bdb7384999bf393f0ddf

verified: 7/14/2026, 8:25:36 AM

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