datasets_youtube_creators_search
shallownet.crawlora/crawlora-mcp · Verify this server
Searches public YouTube channel profiles stored in a search index — subscriber, video and view counts, region, bio and links, discovered via Common Crawl and Wikidata and hydrated from each channel's public About page. Sort enum: `relevance`, `followers_desc`, `followers_asc`, `views_desc`, `videos_desc`, `hydrated_at_desc`, `hydrated_at_asc`. Some channels hide their subscriber, video, or view count; the `_available` flags on each item distinguish a hidden count (stored as `0`, `*_available: false`) from a genuine `0`. page_size: Page size, default 20, max 100; page times page_size must not exceed 10000. sort: Optional sort order. Allowed values: relevance, followers_desc, followers_asc, views_desc, videos_desc, hydrated_at_desc, hydrated_at_asc. Defaults to relevance with q, otherwise followers_desc. Costs 1 credit per record returned (minimum 2), so keep `page_size` to what you need. Use datasets_youtube_creators_facets to retrieve facet the YouTube creators dataset.
1 trials · measured today
datasets_youtube_creators_search scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against net.crawlora/crawlora-mcp, measured 20 Oct 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 |
|---|---|---|---|
| 2026-10-20 | 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/601542a5-ca5b-4e96-9ae8-5b9873630b5b)