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github_topic
video-search-and-summarization
NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.
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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 4 credentials: OPENCLAW_HOOKS_TOKEN, AWS_SECRET_ACCESS_KEY, GCS_HMAC_SECRET_ACCESS_KEY, RAG_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.config
NEXT_PUBLIC_APP_SUBTITLEconfig
NEXT_PUBLIC_APP_TITLEconfig
NEXT_PUBLIC_DARK_THEME_DEFAULTconfig
NEXT_PUBLIC_ENABLE_ALERTS_TABconfig
NEXT_PUBLIC_ENABLE_CHAT_TABconfig
NEXT_PUBLIC_ENABLE_DASHBOARD_TABconfig
NEXT_PUBLIC_ENABLE_MAP_TABconfig
NEXT_PUBLIC_ENABLE_SEARCH_TABconfig
NEXT_PUBLIC_ENABLE_VIDEO_MANAGEMENT_TABconfig
RUN_APP_NAMEconfig
BREV_ENV_IDconfig
HOSTNAMEconfig
BREV_LINK_DOMAINconfig
OPENCLAW_HOOKS_ENABLED🔐 secret
OPENCLAW_HOOKS_TOKENconfig
OPENCLAW_HOOKS_PATHconfig
VSS_ORCHESTRATOR_MCP_NAMEconfig
NEMOCLAW_DASHBOARD_PORTconfig
BREV_LINK_PREFIXconfig
VERSION_SUFFIXconfig
STORAGE_PROVIDERconfig
BASE_PREFIX_PATHconfig
SIMULATION_IDconfig
AWS_ACCESS_KEY_ID🔐 secret
AWS_SECRET_ACCESS_KEYconfig
AWS_REGIONconfig
AWS_BUCKETconfig
GCS_HMAC_ACCESS_KEY_ID🔐 secret
GCS_HMAC_SECRET_ACCESS_KEYconfig
GCS_BUCKETconfig
GCS_REGIONconfig
GCS_ENDPOINT_URLconfig
INSTALL_PROPRIETARY_CODECSconfig
PYTHONPATHconfig
VSS_PROPRIETARY_CODECS_MAX_RETRY_SECONDSconfig
VSS_PROPRIETARY_CODECS_DIRconfig
VSS_OPENCV_VERSIONconfig
VSS_PROPRIETARY_CODECS_WHEELconfig
ELASTIC_SEARCH_ENDPOINTconfig
RAG_SERVER_URL🔐 secret
RAG_API_KEYconfig
KNOWLEDGE_COLLECTION// 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 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[](https://m8ven.ai/mcp/nvidia-ai-blueprints-video-search-and-summarization-eqzpgm)commit: 7640d917047cf7b0fd3085eefb8282754b56bc94
code hash: ecc216ec8f5e1f34b073a99ba2852655948cbaad4c7c0d5e306a4048029f484c
verified: 7/24/2026, 8:44:23 AM