search_instagram_hashtag

shallow

io.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.

100.0/100

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

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

DayScoreTierMethodology
2026-08-31100.0shallowv0.2.0

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: search_instagram_hashtag
[![Vouch score](https://vouch.tools/api/tools/e4ff26dc-b013-49d2-946b-5a9781880b2e/badge.svg)](https://vouch.tools/tools/e4ff26dc-b013-49d2-946b-5a9781880b2e)
search_instagram_hashtag — Vouch