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Deno Goes the Way of the Dinosaur
Cloudflare is acquiring Deno’s team, which will provide another year of bug fixes and security updates before ending support for the runtime.
boson-video
Advanced tools
Skim any video: a timed summary, a bilingual transcript, screen text and checked answers, as a web page or an MCP plugin.
Get the point of any video without watching all of it. Paste a YouTube link or drop a video file. Every line of the summary, the transcript and the screen text carries the second it came from, and questions are answered from the video and checked against it.

Built for long talks, lectures and finance videos in a language you half know (Chinese and English today).
In Claude Code, one line (uv runs it; nothing else to install):
claude mcp add boson-video -- uvx boson-video mcp
Claude Desktop, Cursor and Codex take the same command, uvx boson-video mcp, in their MCP settings;
claude.ai and ChatGPT need a web address instead: setup for each app.
Then paste a YouTube link and ask. Your AI opens the video, reads the transcript, looks at the frames that matter at full resolution, and checks its claims, citing every moment. No keys needed, and everything runs on your computer. In apps that show interactive pages (Claude Desktop, claude.ai, ChatGPT, Cursor), the video's page opens right in the chat, and questions you ask there go to your AI.
uvx boson-video web # http://127.0.0.1:8770; the first run prints your invite code
Two optional models make it fuller. Without their keys you still get the scenes, the transcript and search.
INCEPTION_API_KEY), or any OpenAI-compatible model (BOSON_WRITER_BASE_URL,
BOSON_WRITER_MODEL, BOSON_WRITER_API_KEY).TYPESAFE_API_KEY).Put the keys in a .env file in the folder you start from, or in ~/.boson-video/.env; the server says
at start which one is missing. Off by default: with OPENAI_API_KEY and BOSON_SCREEN_CHECK=1, a sentence
the words can't confirm is also checked against the frames on screen (OpenAI's Decisions API, about a
cent a video).
Measured, one run each unless a range is shown. Mac: M5 MacBook with Apple's transcriber. Windows: a 12-thread laptop with SenseVoice or Parakeet on the CPU. Full tables: docs/measured.md.
| Video | Length | Scene map | Words | Transcript errors¹ | Screen text | Summary ✓ |
|---|---|---|---|---|---|---|
| Money or Life 美股频道, Meta and AI (zh, talking head) | 24:53 | 1.3 s | 13.8 s (Mac) | no human captions | — | 13 / 13 |
| Money or Life 美股频道, AI drug discovery (zh, slides) | 28:24 | 1.1 s | 18.5 s (Mac) | not scored | 36 moments read | 15 / 16 |
| 程序员老王, LLM abliteration (zh, animated diagrams) | 11:35 | — | 10.0 s (Windows) | not scored | 88 moments; burned-in subtitles told apart at 85 | 21 of 22 to 22 of 23 (several runs) |
| 陳永儀, TEDxTaipei (zh, talk) | 14:29 | — | 7.1 s (Mac) | 5.3% chars (Mac), 4.8% (SenseVoice) | — | 14 / 14 |
| Ken Robinson, TED (en, talk) | 20:06 | — | 9.9 s (Mac) | 10.0% words (Mac), 10.5% (Parakeet) | — | 22 / 25 |
| Sean's AI Stories, agent observability (en, screen recording) | 20:48 | 1.5 s | 13.2 s (Mac) | not scored | none: YouTube refused full resolution | 23 / 26 |
| Andrej Karpathy, Intro to LLMs (en, slides) | 59:48 | 1.6 s | 30.5 s (Mac) | only automatic captions | 19 of 20 slides right | 22 / 23 |
| Rick Astley, Never Gonna Give You Up (fast cuts) | 3:33 | 0.7 s | — | — | — | — |
¹ Against human captions (scripts/accuracy.py); about half the English errors are filler words the captions leave out.
Summary ✓: summary sentences the checker confirmed against what was said (Jev, with numbers compared in code).
uvx boson-video <link | id | file> # build a video: scenes, words, screen text, summary
uvx boson-video ask <video> "question" # the moment that answers it
uvx boson-video models # fetch the local speech models now instead of on first use
From a clone: uv sync, then uv run boson-video …; uv run pytest runs the tests (offline).
MIT licensed. YouTube's terms don't allow automated access for products, so everything that touches YouTube runs on your own computer.
FAQs
Skim any video: a timed summary, a bilingual transcript, screen text and checked answers, as a web page or an MCP plugin.
The pypi package boson-video receives a total of 238 weekly downloads. As such, boson-video popularity was classified as not popular.
We found that boson-video demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.

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