Robin Saige we check the tools AI agents call

Hermoso

io.github.hermoso-ai/hermoso

AI ad studio: ad research, image + video ads, publishing, campaigns. Each usable alone. 427 tools.

— the operator's own registry description reported

Publisher io.github.hermoso-ai · first seen 2026-08-12 · endpoint https://app.hermoso.ai/mcp

warn
verdict
alive-toolless
cluster
ok
answers
tools served

Dependency rating derived

warn — alive-toolless — usable, but look before you lean on it

Cluster alive-toolless · distinctiveness 0.42 (moderate). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Reach — can an agent get to it?
answersalive_no_tools
latency560 ms
vs populationslow
protocolcurrent
authopen
Use — can it use it?
capabilities2
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_efa577d09bee47d9d54428f8 · ed25519 · key rs-rcpt-2026-08 — this rating is tamper-evident; an agent gets the full signature from check_server and can verify it against the published key.

Tools last seen

no tool inventory served

Truth checks observed

Not in the Tier-2 trade lane, or not yet checked. Tier-2 re-derives a server's answers against published primary sources — see truth checks.

Protocol conformance observed

2025-06-18
protocol version
session model
1.0.0
server version hermoso

Capabilities: resources tools

Drift

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-12 → 2026-08-14). Green answered · amber answered-but-walled · red no useful answer. A gap in our cadence is a gap in coverage, not evidence about the server.

changelog (1 events)
datetypewhat changed
2026-08-12outcomefirst probe: ok
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:59:36Zok2005602025-06-18
2026-08-12T05:34:49Zok2008782025-06-18

Watch or embed this verdict

verdict badge

Operators: put the live verdict in your README — it updates with every census, links back here, and is a dated observation, never a warranty:

[![Robin Saige verdict](https://robinsaige.com/badge/io.github.hermoso-ai/hermoso.svg)](https://robinsaige.com/s/io.github.hermoso-ai/hermoso)

Depend on it? Subscribe to its change feed — outcome changes and confirmed drift, no account needed. Building on it? The full dossier as JSON — verdict, rating, truth checks, history — stable enough to gate CI on.

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