search_instagram_shopping_products

shallow

io.github.hermoso-ai/hermoso · Verify this server

The products in one catalog that can actually be TAGGED on an Instagram post — this is where the product_id for a product tag comes from. Omit `q` to see everything tag-eligible; pass a product name or SKU to narrow it. THIS IS A SMALLER SET THAN THE CATALOG HOLDS: a product can be in the catalog, counted by list_meta_catalog_products, and still not be taggable, so an empty answer here is never evidence the catalog is empty. Meta only SHOWS a tag whose product review_status is "approved" — an unapproved one is accepted, stored and shown to nobody, so the reply flags them. Read-only, 0 credits.

100.0/100

1 trials · measured 51 days ago

search_instagram_shopping_products 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_shopping_products
[![Vouch score](https://vouch.tools/api/tools/3340ca94-f3e0-4b57-9210-b99131aa3193/badge.svg)](https://vouch.tools/tools/3340ca94-f3e0-4b57-9210-b99131aa3193)
search_instagram_shopping_products — Vouch