Back to MCP Trust Indexm8ven
C
Emerging
74/100
2 days ago

MCP-Powered Video RAG

Enables asking natural language questions about local videos, using Whisper transcription, ChromaDB vector storage, and Groq for timestamped answers via MCP.

→ aymanz12/-MCP-Powered-Video-RAG-· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

aymanz12

Source: Glama

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Install from

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.
🔐
You'll be asked for 1 credential: GROQ_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configWHISPER_MODELbase # tiny base small medium large
configEMBEDDING_MODELall-MiniLM-L6-v2 # local embedding model
configCHROMA_DB_PATH./chroma_db # where to persist the vector DB
🔐 secretGROQ_API_KEYEdit .env and paste your
configGROQ_MODELllama-3.1-8b-instant # Groq model for Q&A
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

5/5 tools missing one or more hints — ingest_video (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_video (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); ask_video (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +2 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tests exist

No test files found

Add tests that exercise each declared tool.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 4 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/aymanz12-mcp-powered-video-rag-1lrfbh)](https://m8ven.ai/mcp/aymanz12-mcp-powered-video-rag-1lrfbh)
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commit: 86d368f8ffe02695b8c45d0689d25a94f947a836
code hash: b14a997bc57d7a9371d296bcd80e80355a07de550d6191393be457f2ad12b916
verified: 8/20/2026, 9:11:03 AM
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