ui-dev-server

ui-dev-server is a command for Claude Code from NVIDIA-AI-Blueprints/video-search-and-summarization. It costs 17 tokens per session (854 once invoked), scanned A, original, Apache-2.0.

A setup command for running the VST UI development server. It configures the backend address, installs dependencies, and starts the server.

In plain words
What is it for?
Use it when preparing a local VST UI development environment.
Why use it?
It gathers the recurring setup steps needed to run the web interface locally against a backend.

Command for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: names the AskUserQuestion tool.

Good fit Use it when preparing a local VST UI development environment.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/nvidia-ai-blueprints/video-search-and-summarization/ui-dev-server
About the project

NVIDIA AI Blueprint for Video Search and Summarization (VSS) is a reference architecture for applications that use AI to search, analyze, question, and summarize live or recorded video. It is intended for building video analytics agents with vision-language models, language models, retrieval-augmented generation, and NVIDIA NIM microservices. The catalogue entries provide coding-agent rules, skills, commands, agents, instructions, and settings associated with the project.

NVIDIA-AI-Blueprints/video-search-and-summarization · 1,947 stars · on GitHub · build.nvidia.com

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ui-dev-server

README.md
[![agentmods](https://agentmods.dev/badge/commands/nvidia-ai-blueprints/video-search-and-summarization/ui-dev-server/github.svg)](https://agentmods.dev/commands/nvidia-ai-blueprints/video-search-and-summarization/ui-dev-server)
Your own site
<a href="https://agentmods.dev/commands/nvidia-ai-blueprints/video-search-and-summarization/ui-dev-server"><img src="https://agentmods.dev/badge/commands/nvidia-ai-blueprints/video-search-and-summarization/ui-dev-server/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ui-dev-server

Your own site · 80×15
<a href="https://agentmods.dev/commands/nvidia-ai-blueprints/video-search-and-summarization/ui-dev-server"><img src="https://agentmods.dev/badge/commands/nvidia-ai-blueprints/video-search-and-summarization/ui-dev-server.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 17 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 854 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00017 $0.00854
Opus 5.5 $0.00007 $0.00342
Sonnet 5.5 $0.00003 $0.00171
Haiku 4.5 $0.00002 $0.00085

Measured 1mo ago against content hash 0a225ae85dc5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ui-dev-server scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

services/vios/.claude/commands/ui-dev-server.md · 117 lines

How it starts

The opening of the file, as written. The whole thing — 117 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Task

Start the VST UI dev server pointed at a backend host.

The UI project lives at ui/vios-ui/ (package vst-ui-ts) relative to the services/vios tree. All npm commands below must run from that directory — cd into it first. Do not assume the session working directory is the UI project root.

Arguments provided: $ARGUMENTS

Steps

1. Determine the backend URL

  • If $ARGUMENTS is non-empty, parse it as <ip:port> with an optional trailing path.
  • If no arguments were given, use AskUserQuestion to ask the user:
    • "What is the backend IP and port? (e.g. :30888)"
  • Default path is /vst if none provided.
  • Construct the full URL: http://<ip>:<port><path>

2. Edit ui/vios-ui/src/config.tsx

Read the file first, then apply one of the two cases below:


Case A — file is in original (unedited) state:

Detect by presence of isDevelopment or getPort function definitions.

Replace this entire block (from after the import line to before export default):

const isDevelopment = () => {
    return process.env.NODE_ENV === 'development';
};

const getPort = () => {
    return isDevelopment() ? '30000' : window.location.port;
};

const mdatWebAPIDefaultPort = '8081';
const analyticsUIServerDefaultPort = '8003';

const config: Config = {
    sensorManagementEndpoint: `${window.location.protocol}//${window.location.hostname}:${getPort()}`,
    streamRecorderEndpoint: `${window.location.protocol}//${window.location.hostname}:${getPort()}`,
    storageManagementEndpoint: `${window.location.protocol}//${window.location.hostname}:${getPort()}`,
    liveStreamEndpoint: `${window.location.protocol}//${window.location.hostname}:${getPort()}`,
    replayStreamEndpoint: `${window.location.protocol}//${window.location.hostname}:${getPort()}`,
    streambridgeEndpoint: `${window.location.protocol}//${window.location.hostname}:${getPort()}`,

    mdatWebApiEndpoint: `${window.location.protocol}//${window.location.hostname}:${mdatWebAPIDefaultPort}`,
    analyticsUIServerEndpoint: `${window.location.protocol}//${window.location.hostname}:${analyticsUIServerDefaultPort}`,
    enableLogs: true, // enable-disable console logs
};

Read the full file on GitHub · 117 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed · +14 lines 0a225ae85dc5
  2. 1mo ago First seen · 103 lines · 17 tokens per session scan A ac3bab7eace1

Subscribe to this mod's changes

ui-dev-server is a command published in the GitHub repository NVIDIA-AI-Blueprints/video-search-and-summarization (1,947 stars, last pushed yesterday), licensed Apache-2.0. It adds 17 tokens to every session and 854 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.