find_creators
shallowio.github.hermoso-ai/hermoso · Verify this server
Scan organic TikTok, Instagram Reels and YouTube for a niche across a few query variants, fold the posts into creators, and rank them on median views, engagement rate and how often they show up for that niche; the top rows get follower counts AND public contact info (an Instagram business email / phone / category, the bio link, an email in a TikTok bio) so outreach can start from the result. Real people, not AI actors — for influencer sourcing, UGC casting and partnership prospecting ("who should we send product to?"). About one credit per search call (platforms × queries, default 3 × 3) plus one per enriched profile; repeats inside 20 minutes are free. Then shortlist (save_to_swipefile), check a profile (instagram_profile / fetch_social_data), draft outreach (generate_text), or approve them for Partnership Ads (manage_meta_partnership_creator).
1 trials · measured 27 days ago
find_creators scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.hermoso-ai/hermoso, measured 11 Sept 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 + stdio
- Credential class
- gated
- Category
- Content & media
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-11 | 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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