Robin Saige we check the tools AI agents call

VHGENGINE

app.railway.up.engine-production-3bdc/vhgengine

Agents-first viral-hook engine: generate, score, and remix short-form hooks over MCP.

— the operator's own registry description reported

Publisher app.railway.up.engine-production-3bdc · first seen 2026-08-12 · endpoint https://engine-production-3bdc.up.railway.app/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
44
tools served

Dependency rating derived

allow — rich-solo — safe to depend on

Cluster rich-solo · distinctiveness 0.713 (unusual). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Reach — can an agent get to it?
answersalive_tools
latency108 ms
vs populationtypical
protocolcurrent
authopen
Use — can it use it?
tools44
vs populationhigh
capabilities4
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_f27df79abc9446b9075f6df0 · 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

add_credits cancel_job create_checkout create_creator_profile create_key delete_account delete_creator_profile delete_webhook export_usage generate_hooks generate_hooks_batch get_account get_activity get_creator_profile get_estimates get_hook get_job get_usage get_webhook getting_started health list_archetypes list_billing_events list_creator_profiles list_hooks list_jobs list_keys list_outcomes list_runs list_webhook_deliveries pricing quote redrive_webhook_delivery remix_hook report_outcome research_hook_evidence revoke_key score_hook score_hooks_batch set_webhook signup start_generate_job update_creator_profile wait_for_job

Harness readiness observed

Can an agent's harness pick this tool and call it correctly? Graded on the three things an agent reads — name, description, typed parameters. Band A — an agent can pick and call these reliably.

legibility checktools passingok
name is clear & specific44/44
has a description44/44
description is substantive44/44
parameters are typed44/44
parameters are described44/44

44 of 44 tools graded · 44 with a captured input schema. RS-008, Tier-1 — no domain knowledge, applies to any tool. “Alive” is not the same as “usable”.

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
2.4.0
server version vhgengine

Capabilities: experimental prompts 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 (2 events)
datetypewhat changed
2026-08-14inventorytools 43 → 44
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:57:46Zok_tools2001082025-06-18
2026-08-12T05:33:03Zok_tools200892025-06-18

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/app.railway.up.engine-production-3bdc/vhgengine.svg)](https://robinsaige.com/s/app.railway.up.engine-production-3bdc/vhgengine)

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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