video-search-and-summarization MCP Server
NVIDIA-AI-Blueprints/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.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
NVIDIA-AI-Blueprints/video-search-and-summarization is a Python tool. 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. Topics: rag, vlm, skills, video-analytics, video-search, computer-vision, generative-ai, long-video-understanding, model-context-protocol, multimodal-ai, natural-language-search, nvidia-nim, retrieval-augmented-generation, video-agent, video-rag, video-summarization, video-understanding, vision-agent, vision-language-model, real-time-video-analytics.
Ranked #2779 out of 24840 indexed tools.
Has 1,875 GitHub stars.
Has 91 contributors.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
1,875 stars → well-known project
Last commit today → actively maintained
96/286 issues closed → many open issues
91 contributors → active community
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Badge all embed codes →
[](https://agentrank-ai.com/tool/NVIDIA-AI-Blueprints--video-search-and-summarization/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) <a href="https://agentrank-ai.com/tool/NVIDIA-AI-Blueprints--video-search-and-summarization/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/NVIDIA-AI-Blueprints--video-search-and-summarization" alt="AgentRank"></a> Matched Queries
From the README
<h2>NVIDIA AI Blueprint: Video Search and Summarization (VSS)</h2> **Build GPU-accelerated video AI agents that search, analyze, summarize, and reason over live or recorded video using natural language.** NVIDIA AI Blueprint for Video Search and Summarization (VSS) combines vision-language models, RAG, and NVIDIA NIM microservices to deliver real-time video analytics, visual Q&A, alert verification, clip retrieval, and long-video summarization. - Search video streams or archives using natural language queries - Summarize hours of video - Ask visual questions and automatically generate reports - Detect and verify real-time alerts with VLMs **[🚀 Try the Demo](https://build.nvidia.com/nvidia/video-search-and-summarization)** · **[⚡ Quickstart](#quickstart-guide)** · **[📚 Documentation](https://docs.nvidia.com/vss/latest/index.html)** · **[🏗️ Architecture](#software-components)** · **[📦 Latest Release](https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization/releases/Read full README on GitHub →
Get the weekly AgentRank digest
Top movers, new tools, ecosystem insights — straight to your inbox.