get_trending_outliers
shallowcom.viraloutliers/viral-outliers · Verify this server
Returns the current top trending outlier posts across TikTok, Instagram and YouTube, deduplicated to one per creator. Free and unauthenticated (rate-limited per IP; cached ~2 hours). A taste of the database. For filtered search, transcripts and on-demand crawling, create an API key. Cost: free.
1 trials · measured 8 days ago
get_trending_outliers scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.viraloutliers/viral-outliers, 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
- 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/96ed3bcc-de5c-4c11-b6d5-8e84e5502d7e)