datasets_youtube_creators_search

shallow

net.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.

100.0/100

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

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: datasets_youtube_creators_search
[![Vouch score](https://vouch.tools/api/tools/601542a5-ca5b-4e96-9ae8-5b9873630b5b/badge.svg)](https://vouch.tools/tools/601542a5-ca5b-4e96-9ae8-5b9873630b5b)
datasets_youtube_creators_search — Vouch