youtube-revenue-estimate
shallowai.intuitek.the-stall/the-stall · Verify this server
PAID MCP TOOL — $0.025 USDC per successful call via native x402. Discovery is free. Estimates a YouTube channel's monthly ad revenue using public view data + industry CPM benchmarks. Returns a low/mid/high monthly revenue range, detected content category, estimated monthly views, RPM tier, and confidence level. Accepts @handle, channel URL, or UCxxxxxxxx channel ID. No API key required. $0.025/call.
1 trials · measured 8 days ago
youtube-revenue-estimate 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/18960636-6d73-4a1a-8815-8163b2ea76c3)