destinyfrancis

destinyfrancis / openclaw-knowledge-distiller

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Open CLAW Knowledge Distiller · 龍蝦知識蒸餾器 — Turn YouTube/Bilibili videos into structured knowledge articles. Local Qwen3-ASR MLX + AI summarization. MCP server for Claude Code / Open CLAW agents.

50
8
100% credibility
Found Mar 10, 2026 at 42 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

An open-source tool that converts videos from YouTube, Bilibili, and Facebook into structured knowledge notes using local audio-to-text conversion and optional smart summarization styles.

How It Works

1
🔍 Find the video note maker

You hear about a free tool that turns long videos into quick, readable notes so you don't have to watch hours of content.

2
📱 Set it up on your Mac

You easily add the tool to your Apple computer, and it downloads what it needs to start working right away.

3
🔗 Paste a video link

You copy a link from YouTube, Bilibili, or Facebook and hand it to the tool.

4
Choose your notes style
🎙️
Words only

Get every spoken word as clean text, all done on your computer without extras.

💡
With highlights

Add neat summaries and key ideas by linking a smart thinking helper.

5
⏳ Watch it work

A friendly progress shows it grabbing words from subtitles or listening to the sound, all locally on your Mac.

📚 Enjoy your notes

You get beautiful, structured articles ready to read, save, or share, saving tons of time.

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Star Growth

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AI-Generated Review

What is openclaw-knowledge-distiller?

Open CLAW Knowledge Distiller is a Python CLI tool from the open claw github ecosystem that turns YouTube, Bilibili, and Facebook videos into structured knowledge articles. Feed it a URL via `kd process `, and it grabs subtitles if available or transcribes audio locally with Qwen3-ASR MLX on Apple Silicon—no API keys or cloud costs. It then spits out layered outputs like one-sentence summaries, key points, and cleaned transcripts in styles from academic notes to investment analysis, with an MCP server for claw code github agents like Claude.

Why is it gaining traction?

Unlike cloud-dependent tools, it runs transcription entirely local on mlx hardware, supporting Cantonese, Mandarin, and 50+ languages for free. The 8 summary styles and `--no-summary` mode make it dead simple for quick notes, while MCP integration lets claw bot github and claude agents process videos programmatically without extra setup. Devs dig the zero-API transcription hook in a world of paid ASR services.

Who should use this?

Researchers and students summarizing lectures or conference talks into claw of knowledge articles. Finance analysts distilling investment videos with the dedicated style. Open CLAW or Claude Code users building agents that ingest video content via mcp servers, especially on Apple Silicon setups tired of yt-dlp hacks.

Verdict

Grab it if you're on M-series Mac and need local video-to-notes—docs are thorough, install is `pip install openclaw-knowledge-distiller`, and it works out of the box. At 32 stars and 1.0% credibility score, it's early and single-maintainer, so test for your workflow before production agents.

(198 words)

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