mcp-server

video-search-and-summarization: AI Video Insights

Get AI-powered video analytics for your startup, built for founders using Python.
intermediate⏱ 1-2 hoursπŸ’΅ Free (self-hosted)
1,861 stars390 forksPythonGuide quality 8/10 Β· reviewed Jun 6Updated 9/15/2026100% free Β· open source
What it is

Use AI to search and summarize videos from various sources.

Real use case example

"A founder, Sarah, wants to analyze customer testimonials from a recent product launch. She uses AI Video Insights to search and summarize videos from YouTube and her company's own website. She then uses these insights to identify common pain points and areas for improvement."

Best insideClaude DesktopClaude Code
When to use it
  • β€’When you need to automatically identify and tag objects or events in videos
  • β€’When you want to summarize long videos into shorter, highlights-only versions
  • β€’When you need to search large video libraries for specific content or patterns
Ready-to-paste prompt
python video_analysis.py --input_video=/path/to/input/video.mp4 --output_summary=/path/to/output/summary.json
Saves to your device
Use with Claude
New

Skip the builder β€” one click puts this in Claude, Cursor, Antigravity and more.

βœ… Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly β€” no install
Claude Code
mkdir -p ~/.claude/skills/video-search-and-summarization && curl -fsSL https://workflowstacks.com/api/skills/video-search-and-summarization/claude-skill -o ~/.claude/skills/video-search-and-summarization/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go β€” no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside β€” free to inspect

No purchase needed

Read the entire source before you build β€” unlike paid marketplaces that hide it behind a buy button.

12
top-level files
11
folders
723.0M
source size
Other
license
Key files
.pre-commit-config.yaml
AGENTS.md
README.md
File tree
.cursor/
.github/
.openclaw/
assets/
deploy/
docs/
fern/
libs/
services/
skills/
tools/
.gitattributes
.gitignore
.pre-commit-config.yaml
AGENTS.md
CODE_OF_CONDUCT.md
CONTRIBUTING.md
LICENSE
LICENSE-3rd-party.txt
LICENSE.DATA
README.md
release_metadata.yaml
SECURITY.md
Quick Actions
Details
Creator
NVIDIA-AI-Blueprints
Language
Python
Category
mcp-server
Published
10/22/2024

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Featured on WorkflowStacks
[![Featured on WorkflowStacks](https://workflowstacks.com/api/badge/video-search-and-summarization.svg)](https://workflowstacks.com/skills/video-search-and-summarization?utm_source=github&utm_medium=badge)
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