Using Claude to find and clip exact moments on YouTube
I gave Claude four YouTube research jobs, with and without Arcmira, a tool that searches video transcripts, and had it clip every moment it found. What each way can and can't find.
I’d never asked Claude to find a specific moment in a YouTube video. So I gave it four research jobs and had it cut every moment it found into a clip. On its own it did most of it well, for $2 to $3 and 12 to 26 minutes a job. All it had was web search and yt-dlp, a free tool that reads YouTube’s search results and captions. I also ran each job with Arcmira, a service that has already pulled the transcripts of a lot of YouTube videos and podcasts so an AI can search them. Its one real edge was names said out loud on podcasts but never written in a title or description, so YouTube search can’t find them.
Arcmira’s founder emailed me after my post about a 30-second animation of Clawd, the Claude Code mascot, so I tried it on the free plan. For what I need right now, Claude alone covers most of it, including the part I cared about most, finding and cutting exact moments. The best answer would be both runs merged.
- Claude alone is good at this. It found the videos, read their captions and pinned quotes down word for word. When captions weren’t enough, it looked at the video frames.
- The two see different halves of YouTube. On the same SpaceX question, Claude alone found space channels and Arcmira found podcasts and finance shows. Not one video was on both lists.
- Arcmira hears names that are only spoken. Searching YouTube for the AI music video maker Skyebrows and his song titles returned 1,028 videos. Arcmira found 25 moments where someone said his name out loud. No overlap.
- Quotes were right, timestamps weren’t. All 47 quotes I checked matched YouTube’s captions word for word. Times were off by up to 19 seconds.
- The free plan is tight. It can’t see the last 30 days, which rules out recent news, the first thing I’d want. My 1,000 free credits for the month ran out in one day.
- Its index has holes you only find by searching. No anime reaction channels at all, and little from the channels that only cover space.
How I tested it
Arcmira plugs into Claude as an MCP server, a plug-in connection that lets an AI use another service. Each job ran twice in Claude Code (Anthropic’s agent that works on your computer by itself). One run had web search and yt-dlp, and the other used Arcmira for everything about the videos. Times and costs come from Claude Code’s own logs, at Anthropic’s list prices, and leave out the few extra minutes it took to cut the clips. Arcmira charges in credits, and the free plan gives 1,000 a month.
| Anime reactions | Tesla reveal | SpaceX in July | ||||
|---|---|---|---|---|---|---|
| Alone | Arcmira | Alone | Arcmira | Alone | Arcmira | |
| Videos found | 5 clips | 0 | 18 | 0 (blocked) | 20 | 12 |
| Quotes with timestamps | 9 | 10 | 10 | |||
| Shotwell mentions found | 14 (+12 likely) | 15 (of ~32 counted) | ||||
| Time (min:sec) | 17:51 | 2:45 | 11:58 | 5:58 | 25:55 | 7:54 |
| Model cost (list price) | $2.13 | $0.94 | $2.09 | $1.54 | $3.16 | $2.16 |
| Arcmira credits | 20 | 56 | 580 |
How the runs were set up, and what credits cost
- I ran the jobs in this order: the anime reactions, the Tesla reveal, the SpaceX question, then every mention of one creator. The first three ran both ways at the same time, in fresh sessions on the same model, Opus 5.5. The last ran both ways on the same day.
- Claude alone had web search, plus yt-dlp to search YouTube and read video details and captions. The Arcmira run used web search only to confirm what an event was.
- Extra Arcmira credits cost $0.002 each, so the SpaceX test’s 580 would be about $1.16.
- Setting it up took some fiddling. In the Claude desktop app the documented sign-in never showed up for me, and an API key set from the terminal didn’t reach sessions. Adding Arcmira by hand as a custom connector, the app’s way to plug in an outside tool, worked.
- Each Arcmira request is a small JavaScript program with a 30-second limit, and a few timed out.
- Both ways got timestamps wrong by up to 19 seconds, and Arcmira’s passage starts by up to 49. Re-timed from the captions’ word timings, all 47 quotes I tried were found word for word.
Every mention of one creator
I picked Skyebrows, an AI music video maker I enjoy, and asked for every video and podcast that mentions him. Both runs had the same instruction to be thorough.
Claude alone ran 35 YouTube searches for every spelling of his name, his handle, fan terms and every song title. In 2 minutes 22 seconds it had 1,028 results from 266 channels, free. Not all are about him. The most-viewed is the skateboarder Sky Brown at the Olympics.
Arcmira found 25 spoken mentions in 16 episodes for 340 credits. 22 are on one podcast, Based Camp with Simone and Malcolm Collins. None of those episodes name him in the title or description, so YouTube search can’t see them. And none of the 1,028 videos showed up in Arcmira, because its index is mostly podcasts and talk shows.
To find spoken mentions alone, Claude has to download transcripts one by one. YouTube blocked it for too many requests before the first one. Arcmira already has them.
| Claude alone (free tools) | Claude with Arcmira | |
|---|---|---|
| What it did | 35 YouTube searches at 100 results each: every spelling (Skyebrows, Skybrows, Sky Brows), his handle, fan terms, every song title | About 27 transcript searches, plus name lookups and its catalog of tagged mentions |
| Time | 2 min 22 s for the searches | About 15 minutes of calls |
| Cost | $0 | 340 credits (the free plan gives 1,000 a month) |
| Search results for his name and songs | 1,028, from 266 channels, about 487 hours | 0 |
| Spoken mentions found | 0: YouTube blocked transcript downloads before the first of 595 candidates | 25, in 16 episodes on 3 channels |
| Overlap | none of Arcmira’s 16 episodes | none of the 1,028 videos |
What Arcmira found that search didn’t
All 25 spoken mentions, with links
Timestamps marked * are where Arcmira’s passage starts, and the name is said within the next minute. The rest are the exact second, from YouTube’s captions.
| Date (2026) | Channel | Link | What was said |
|---|---|---|---|
| 02-06 | Based Camp | 50:59 | what Skybrows is doing, I mean, not like we’re ever going to get to that level |
| 02-06 | Based Camp | 52:17 | Sky Brows videos in general are super fun |
| 03-14 | Asmongold TV | 0:59 | Another video will also be coming where I react to a video that Skybrows made which I am included |
| 03-24 | Based Camp | 33:22 | There is a constant AI witch hunt on the left and the right is just like skybrows like this is fun looking |
| 04-02 | Based Camp | 40:06* | Like we all watch Skybrows |
| 04-02 | Based Camp | 1:17:44* | did stuff like skybrows play a role in that or is that not as relevant |
| 04-02 | Based Camp | 1:19:33 | the Skybrows videos to me the interesting it’s felt like there’s a party of cool kids |
| 04-08 | Based Camp | 24:29* | (the name comes up in a passage about VTubers on the right) |
| 04-21 | Based Camp | 2:51 | if you’re putting together something like a skybrows type video because I want to be the best place to put those together too online |
| 04-21 | Based Camp | 14:29* | And meanwhile, we’ve got like skybrows on our side |
| 05-13 | Based Camp | 37:07* | (the name comes up in a list of creators on the right) |
| 05-14 | Based Camp | 27:34* | What is coming out of the the Skybrows |
| 06-12 | Based Camp | 33:50* | we’re the ones that have our Skybrows and our, all of these AI music videos and stuff |
| 06-12 | Based Camp | 54:43* | I get so excited when I see like Skybrows and stuff like this |
| 06-19 | Based Camp (guest Kirsche) | 44:23 | you obviously were a big motivation for like Skybrows to do some of his early videos |
| 07-08 | Based Camp | 18:17 | having it called the Skybrows Cinematic Universe, I think makes perfect sense |
| 07-08 | Based Camp | 36:13 | When the first SkyBrows video went viral that went viral, the Elon video |
| 07-08 | Based Camp | 41:50 | if you look at the Skybrows, Skybrows, and I can’t make videos like the ones he makes |
| 07-22 | Based Camp | 7:16 | compare that to like a fox girl from a Skybrows video |
| 07-22 | Based Camp | 42:22* | We can give you Skybrows |
| 08-07 | Based Camp | 34:58* | Skybrows, holy ball |
| 08-24 | Based Camp (guest Aydin Paladin) | 47:11 | I bet if you storyboarded something that SkyBrows team would love to make it |
| 09-03 | Based Camp | 45:57 | working on creating a good one for music video generation so you can create your own SkyBrows videos |
| 09-09 | Endgame with Amanda Cassatt | 23:44 | our cultural sphere are aware of is the Skybrow cinematic universe |
| 09-09 | Endgame with Amanda Cassatt | 34:33* | when you look at Skybrows videos, when you look at the videos that are coming out |
What plain search found: the 50 most-viewed of the 1,028 results
The full list of 1,028 is here (JSON, with channel, views and length).
An earlier version of this post said plain search found only 2 of these episodes and 44 videos about him. That came from four searches I’d capped at 10 to 40 results, so it measured my effort, not what YouTube can find.
Why each side missed, how thorough Arcmira was, and every call it made
Why each side missed what the other found:
- Arcmira only searches its own index, which is podcasts and talk shows. None of the 1,028 search results came up in it, including all the reaction, tribute, breakdown and interview videos about him, and his own channel isn’t in it.
- YouTube’s search only reads titles and descriptions. The 16 episodes where Arcmira heard his name don’t mention him in either, so 35 searches never surfaced them.
- Finding spoken mentions alone means reading transcripts. Claude started pulling them for
the 595 results whose titles don’t name him. YouTube blocked it before the first one
(
IpBlocked, thenHTTP 429: Too Many Requests) after a day of heavy use, and it was still blocked half an hour later. I stopped there, because that wall is part of the result.
What the 340 credits bought: 25 spoken mentions in episodes nobody would think to open, 22 of them on Based Camp, plus Asmongold and the Endgame podcast. A search that returns 20 passages costs about 60 credits.
Was it thorough? No. It only covers Arcmira’s index. On the free plan it can’t show anything from the last 30 days, and filtering by dates is paid too, so Claude couldn’t page through the year cleanly. Claude guessed a thorough sweep of the index for one name would take about 1,500 credits. That’s more than a free month, or under a tenth of the Pro plan’s 20,000 credits for $20 a month. No number of credits adds the fan videos it doesn’t index, and their titles already show them.
A few things I noticed:
- Spelled correctly, its name lookup found nothing for “Skyebrows”. Spelled the way people say it, “Skybrows”, it found him.
- Its catalog of tagged mentions had 1 row for him. Searching the transcripts found 25.
- Its search always returns something. His song “Breathing Elon’s Musk” came back as Bloomberg calling SpaceX “a living, breathing animal”. Claude kept only passages that contain the name.
- The quotes are real. 14 of 14 checked against YouTube’s own captions matched word for word.
Every Arcmira call in this test:
| Call | What came back |
|---|---|
status() | Free plan. It can’t see the last 30 days without a paid tier. |
resolve() x3 | The name lookup. “Skybrows” found him. “Skyebrows” and his channel ID didn’t. |
mentions(), occurrences() | Its catalog of tagged mentions: 1 mention, 1 episode |
search(), about 27 programs | The 25 mentions above, plus noise for song titles |
status({channelId}) | Based Camp: 678 videos indexed |
momentum(), recommendations(), sponsors(), episodes(), integrations.slack() | Refused once the month’s credits ran out: quota_exceeded, “they reset on 2026-11-01” |
quote() | A Premium transcript of one 53-minute episode would cost 1,200 credits, and isn’t on the free plan |
monitors.list() | No monitors |
The other tests on this page also used transcript(), sponsors(), episodes() and sponsored-only
search. Still untested as of 16 October: momentum, recommendations, Premium transcripts and creating monitors.
Same SpaceX question, two halves of YouTube
This was the fair fight, because it only counted videos both could see. Arcmira’s free plan sees nothing from the last 30 days, so I kept to June 18 to September 16. I asked which videos covered Starship Flight 13, a July test flight of SpaceX’s giant rocket, and where SpaceX president Gwynne Shotwell had come up. For the top 10 videos I wanted the most memorable moment.
Claude alone: the space channels
It ranked 20 videos by views, from VideoFromSpace’s 1.03 million down. Its top 10 moments, each cut to the second the words were said:
With Arcmira: the podcasts and finance shows
It found 12 videos from different channels entirely: All-In, Bloomberg, Farzad, Limitless, ARK Invest and re-broadcasts of the launch. Its top 10:
Each side is blind to the other’s half. Arcmira’s index barely covers the channels that only do space. Its name lookup couldn’t find Everyday Astronaut or Scott Manley at all. YouTube’s search ranks those channels first, and never surfaces a two-hour finance podcast that spends five minutes on Starship.
Gwynne Shotwell, where Arcmira shone
Arcmira counted about 32 episodes on 16 channels that mention her, and quoted people talking about her in videos that never name her in the title. Claude alone confirmed 14 mentions, mostly from titles and descriptions, and guessed the real total at 50 to 150. It confirmed spoken mentions in only two videos. This is one:
And three of Arcmira’s:
This test used 580 credits, more than half the free month. Two of its calls asked for up to 100 rows each. Claude blamed “other agents spending from the same account”. That was wrong. I checked, and nothing else was using Arcmira at the time.
The flight, the sponsors and what slowed each side down
- The flight: Starship Flight 13 was called off at the moment of launch on July 16, then flew on July 24. It put out 20 Starlink internet satellites, the ship made its softest splashdown yet, and the booster hit the water hard. For each video I asked for the sponsors and the creator’s main takeaway too.
- Sponsors, Claude alone: Outskill, Mammouth AI and Surfshark as ad reads in the captions, and BlueDot, Abacus AI and Incogni in descriptions. Most live streams and news channels had none.
- What slowed Claude alone down: YouTube refused most caption downloads after a burst (HTTP 429, too many requests), so it got captions for only 13 of 21 videos. It read the 4-to-6-hour live streams by keyword only.
- Shotwell, Claude alone: 14 confirmed mentions and about 12 likely ones, from the Starbase Louisiana announcement in August, the Q2 earnings call and Starlink Mobile. It guessed 50 to 150 with low confidence, because every new search kept finding more.
- Arcmira’s ranking was rough. It returns views only for a channel’s 25 newest indexed episodes, so it had view counts for just 4 of the 12.
- Sponsors, Arcmira: channel level only, from each channel’s sponsor history (All-In: OKX, Circle, Airwallex, AppLovin. Farzad: Rebellionaire. Limitless: Qualcomm). It couldn’t confirm the ad read in any single video, because the free plan won’t let a search end at a date (“The before filter requires Pro”).
- Shotwell, Arcmira: it matched her exactly (“President and COO of SpaceX”) and counted about 32 episodes across 16 channels, All-In 6 and Bloomberg Podcasts 4 among them. Four of its 15 listed mentions came back as “about her” without her name in the passage, and it marked those unverified.
- The credits: Arcmira charges 4 credits per row after the first 5, and two calls asked for up to 100 mention rows each.
- Its space coverage: it reported one NASASpaceflight video, indexed through 2025, and Marcus House only up to July 11. Its name lookup didn’t find Everyday Astronaut or Scott Manley at all.
A Tesla reveal from the day before the test
Tesla showed the new Roadster on October 15 and flew it over a line of other Teslas on rocket thrusters. Arcmira couldn’t do it at all, because the free plan’s results stop at September 16. It could still give each channel’s sponsor history, with dates right up to the day of the reveal, and nothing else free gives you that.
Claude alone found 18 videos in 12 minutes and the best moment in nine of the top ten. The tenth, from YOUCAR, has no captions.
The other eight Roadster moments, and my own name
The reveal was at SpaceX’s test site in McGregor, Texas. Only two of the 18 videos had a paid
sponsor, AG1, and IONNA with Lincoln Electric.
Arcmira’s search for anything after September 16 came back with freshness_requires_paid, an
error saying results on the free plan stop at 2026-09-16 and anything newer requires Pro.
I also asked where my own name has come up, expecting never. Both said never on a podcast, from opposite sides. Claude alone found my own two uploads. Arcmira found no “Orelup” in anything said on the shows it indexes. A spoken mention with no written trace would only show up through Arcmira.
One moment across anime reaction videos
This was the job I actually wanted, and the hardest. Lots of YouTubers film themselves watching the anime One Piece. I wanted their reactions to one ten-second moment in episode 715, where a father puts on his dead son’s baby bonnet for his wife, and she smiles for the first time since an accident.
Claude alone found five. Captions weren’t enough, because people talk about a scene before and after it happens. So Claude downloaded a couple of minutes around each caption match, laid out one frame per second and looked. Arcmira found nothing. Its index has no anime reaction channels.
The other four reactions, and what didn't work
The scene: Senor Pink puts on his dead son’s baby bonnet for his wife Russian, who hasn’t responded to anything since an accident. Each clip runs from the bonnet to just after the smile.
- For one channel, the first caption match was the same smile remembered in the next episode, which is why the captions alone weren’t enough.
- Matching the episode’s own audio across videos failed completely. These channels shrink the anime into a blurred corner and change its sound, probably to get past YouTube’s copyright matching.
- Over 24 searches, Arcmira’s closest hit was one reaction channel 200 episodes short, and it holds no searchable videos for it.