Open CLAW Knowledge DistillerSAFE
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.
Overview
From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.
龙虾知识蒸馏器 · 龍蝦知識蒸餾器
English · 繁體中文 · 简体中文
Turn YouTube, Bilibili, and Facebook videos into structured knowledge articles in seconds — locally, for free. 秒速将 YouTube、Bilibili、Facebook 视频转化为结构化知识文章 — 本地运行,完全免费。
English
What is Open CLAW Knowledge Distiller?
Open CLAW Knowledge Distiller(龍蝦知識蒸餾器,kd)is an open-source CLI tool and MCP server built for the Open CLAW AI agent ecosystem. It converts YouTube, Bilibili, and Facebook videos into structured knowledge articles — automatically, locally, and for free.
How it works:
- If the video has subtitles → extracts them directly (no transcription needed, faster)
- If no subtitles → downloads audio and transcribes locally with Qwen3-ASR MLX on Apple Silicon (no API key, no cloud cost)
- Optionally generates a multi-layer AI summary: one-sentence essence + key points + cleaned transcript
Who is it for?
- Researchers and students who need to digest hours of video content quickly
- AI agent users (Claude Code / Open CLAW 龍蝦) who want to process videos programmatically
- Anyone who wants structured notes from videos without watching them in full
Features
5296955c5b1fOBSERVED · 2026-10-07Connect
Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.
claude mcp add openclaw-knowledge-distiller --env KD_API_KEY=${KD_API_KEY} -- uvx openclaw-knowledge-distiller{
"mcpServers": {
"openclaw-knowledge-distiller": {
"command": "uvx",
"args": [
"openclaw-knowledge-distiller"
],
"env": {
"KD_API_KEY": "${KD_API_KEY}"
}
}
}
}Exposed tools (3)
3 read · 0 write · 0 destructive.
| Tool | Risk | Description |
|---|---|---|
get_result | read | Retrieve the result of a completed process_url job. |
get_status | read | Check the processing status and progress of a process_url job. |
list_jobs | read | List all process_url jobs and their statuses. |
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | PASS |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- declared (3 observation(s))
- Network
- declared (3 observation(s))
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (1)
Gates applied: no_behavioural_pass, no_license.
5296955c5b1ffull audit observations/trust-audit/mcp-server/destinyfrancis__open-claw-knowledge-distiller.json · Report an issue / request a re-scanAudit history
Every audit this server has had. A grade with a past is a grade somebody is still checking.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-07 | 5296955c5b1f | SAFE | B | 89 | first audit |
Questions
What is the Open CLAW Knowledge Distiller MCP server?
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.
What tools does Open CLAW Knowledge Distiller expose?
3 in total: 3 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.
Is Open CLAW Knowledge Distiller safe to connect to an agent?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.
What credentials does Open CLAW Knowledge Distiller need?
It reads KD_API_KEY from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.
How does Open CLAW Knowledge Distiller run?
It speaks stdio, so it runs as a local process your client starts. It is published on PyPI as openclaw-knowledge-distiller.
How current is this page?
The grade is for one exact copy of the source (5296955c5b1f), read on 2026-10-07. The repository is watched and re-audited when it changes.