youtube_video_insights
shallowio.github.hermoso-ai/hermoso · Verify this server
Per-VIDEO performance for a video on the connected channel — views, estimated minutes watched, average view duration, average view PERCENTAGE (the retention number that tells you whether the hook held), likes, comments, shares and subscribers gained. Use it for "how did that video do", "which upload performed best", or to judge an ad before spending more behind it. youtube_channel only returns channel-wide totals and cannot answer this. Defaults to the last 28 days; pass startDate/endDate (YYYY-MM-DD) for another window. Read-only, 0 credits. Needs a connected YouTube channel.
1 trials · measured 8 days ago
youtube_video_insights scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.hermoso-ai/hermoso, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote + stdio
- Credential class
- gated
- Category
- Content & media
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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[](https://vouch.tools/tools/3b79e15e-a582-48d5-84bf-3e8adfbf475a)