youtube_comments
shallowio.github.ColinHughes2121/gocreative-agent-api · Verify this server
YouTube Comments & Sentiment API — real comments for any video/Short, each tagged with computed sentiment (positive/nega Cost: $0.005–$0.05 USDC on Base per call.
100.0/100
1 trials · measured 8 days ago
youtube_comments scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.ColinHughes2121/gocreative-agent-api, 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
- Credential class
- open
- Category
- Legal & government
- 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/0207b821-1517-4aa9-81fa-a1b569db9cd3)