NVIDIA Video Search and Summarization (VSS)
NVIDIA Video Search and Summarization (VSS) is a MCP server for api integration, published by NVIDIA-AI-Blueprints.
Enterprise-grade blueprint for building vision agents capable of real-time video intelligence, search, Q&A, summarization, and alert verification using NVIDIA NIM microservices.
Is it any good?
Effectiveness · benchmark pending
We haven't benchmarked NVIDIA Video Search and Summarization (VSS) yet, so its score is provisional — computed from safety, maintenance, and documentation only, with popularity given no weight. When we benchmark it, we measure whether it produces materially better output than a frontier model alone, and that result leads the score. How we measure.
About NVIDIA Video Search and Summarization (VSS)
Description · AI-summarised from the NVIDIA-AI-Blueprints README
The NVIDIA AI Blueprint for Video Search and Summarization provides a comprehensive suite of reference architectures for building vision agents and AI-powered video analytics applications. It integrates accelerated vision microservices, vision language models (VLMs), and large language models (LLMs) into real-time video intelligence, downstream analytics, and agentic processing layers. The blueprint supports multiple workflows including natural-language video search, Q&A and report generation, alert verification, real-time anomaly detection, and long-video summarization, making it suitable for monitoring smart spaces, warehouse automation, and SOP validation.
Where it fits
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Install NVIDIA Video Search and Summarization (VSS)
Install
Install via MCP server
{
"mcpServers": {
"nvidia-ai-blueprints-video-search-and-summarization": {
"command": "npx",
"args": ["-y", "@nvidia-ai-blueprints/nvidia-ai-blueprints-video-search-and-summarization"]
}
}
}Install with your AI
Zero install · paste into ChatGPT, Claude, Cursor…
Install the "NVIDIA Video Search and Summarization (VSS)" skill into my project by following all instructions at https://skillsdirectory.co/s/nvidia-ai-blueprints-video-search-and-summarization
Your assistant reads /s/nvidia-ai-blueprints-video-search-and-summarization and follows it — fetching the files from the source, placing them, and confirming before it runs anything. No account needed. How this works.
Frequently asked
FAQ
What does NVIDIA Video Search and Summarization (VSS) do?
Enterprise-grade blueprint for building vision agents capable of real-time video intelligence, search, Q&A, summarization, and alert verification using NVIDIA NIM microservices.
How do I install NVIDIA Video Search and Summarization (VSS)?
NVIDIA Video Search and Summarization (VSS) is a MCP server. Primary install path: { "mcpServers": { "nvidia-ai-blueprints-video-search-and-summarization": { "command": "npx", "args": ["-y", "@nvidia-ai-blueprints/nvidia-ai-blueprints-video-search-and-summarization"] } } }
What is the Skill Score for NVIDIA Video Search and Summarization (VSS)?
NVIDIA Video Search and Summarization (VSS) has a Skill Score of 6.6/10 (Solid). It is currently a provisional score — NVIDIA Video Search and Summarization (VSS) hasn't been benchmarked yet, so it weights safety 75/100 (40%), maintenance 51/100 (30%), and documentation 71/100 (30%). Popularity carries zero weight until effectiveness is measured. See methodology.
Is NVIDIA Video Search and Summarization (VSS) free?
NVIDIA Video Search and Summarization (VSS) is published under the NOASSERTION license. See the vendor's source repository for any usage limits or paid tiers.
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Embed this score
For maintainers · always-current, links back
Put it in your README — it updates as the score changes.[](https://skillsdirectory.co/skills/nvidia-ai-blueprints-video-search-and-summarization)
<a href="https://skillsdirectory.co/skills/nvidia-ai-blueprints-video-search-and-summarization"><img src="https://skillsdirectory.co/badge/nvidia-ai-blueprints-video-search-and-summarization.svg" alt="Scored by skillsdirectory" height="28" /></a>