find_tools

shallow

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

Search EVERY Hermoso tool — including the paid-campaign (`ads`), `analytics` and `channel_admin` groups that are NOT in this session's starting list because of their size — by name, task or group, and get each one's parameters in one line. Use it the moment the user asks for something you do not see a tool for (a campaign, an ad set, a lead form, a click-to-WhatsApp ad, a report, keywords, audiences): a tool missing from your list is NEVER proof the feature is missing. Then run the tool with call_tool. Free, read-only.

100.0/100

1 trials · measured 40 days ago

find_tools 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

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
2026-09-11100.0shallowv0.2.0

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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Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: find_tools
[![Vouch score](https://vouch.tools/api/tools/aa5161b3-1358-4842-8bdb-e8f919db10f6/badge.svg)](https://vouch.tools/tools/aa5161b3-1358-4842-8bdb-e8f919db10f6)
find_tools — Vouch