search_instagram_hashtag
shallowio.github.hermoso-ai/hermoso · Verify this server
Read the PUBLIC Instagram posts carrying a hashtag — the caption, the media, the permalink and the like and comment counts — on the brand’s own Meta credentials rather than a scraper. This is category and competitor listening: find how a market actually talks about a product, then USE it — feed the captions into mine_angles, or write the brand’s next post or ad from the language you found. TWO EDGES AND THEY ANSWER DIFFERENT QUESTIONS: edge:"recent" (default) is what has been posted in the LAST 24 HOURS, which is Meta’s own hard limit, so a hashtag with millions of posts legitimately returns ZERO on a quiet day — never report that as "nobody is posting about this", ask again with edge:"top", which has no time limit. Only PUBLIC, non-promoted posts are ever returned, from public accounts only, and never in chronological order. A SHORT RESULT IS NOT A SMALL HASHTAG: Instagram limits a page by total response SIZE rather than by post count, so a tag whose posts are carousels returns fewer rows per page than a tag whose posts are single images — never compare two tags by how many rows came back. BUDGET: Instagram allows each Instagram account 30 UNIQUE hashtags in any rolling 7 days, so choose the tags deliberately; re-querying one already used in the window is free. Read-only, 0 credits.
1 trials · measured 2 days ago
search_instagram_hashtag scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.hermoso-ai/hermoso, measured 31 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 + 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 |
|---|---|---|---|
| 2026-08-31 | 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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