youtube-comments
shallowai.intuitek.the-stall/the-stall · Verify this server
PAID MCP TOOL — $0.039 USDC per successful call via native x402. Discovery is free. Top comments for any YouTube video, sorted by like count. Returns comment text, author, like count, timestamp, and pinned/favorited flags. Useful for audience sentiment analysis, identifying notable reactions, and understanding community response. Accepts any YouTube URL format or bare 11-character video ID.
1 trials · measured 8 days ago
youtube-comments scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.intuitek.the-stall/the-stall, 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
- self-provisionable
- Category
- Communication
- 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/1061d49f-7e07-4a7d-a203-ce803b0e29b9)