Robin Saige we check the tools AI agents call

Zooza MCP Server

app.zooza/mcp-server

MCP server for Zooza — class scheduling, attendance, and booking for activity businesses.

— the operator's own registry description reported

Publisher app.zooza · first seen 2026-08-12 · endpoint https://mcp.zooza.app/mcp

allow
verdict
mid-slow-solo
cluster
ok_tools
answers
30
tools served

Dependency rating derived

allow — mid-slow-solo — safe to depend on

Cluster mid-slow-solo · distinctiveness 0.67 (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
latency878 ms
vs populationslow
protocolcurrent
authopen
Use — can it use it?
tools30
vs populationmid
capabilities3
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_cb4247a007a9b4bcbedf51c5 · 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

bookings_find classes_commit_class classes_commit_update classes_find_billing_periods classes_find_classes classes_find_courses classes_find_places classes_list_schedule_patterns classes_prepare_update classes_preview_events classes_preview_schedule comms_commit_message comms_list_merge_vars comms_list_templates comms_prepare_message explain_data_model get_skill get_terminology negotiate_terminology reports_get_data sessions_add_summary sessions_commit_update sessions_find_events sessions_get_attendance sessions_mark_attendance sessions_prepare_update submit_feedback trainers_find trainers_find_rate_types whoami

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 & specific30/30
has a description30/30
description is substantive30/30
parameters are typed30/30
parameters are described18/3018/30

30 of 30 tools graded · 30 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
0.3.1
server version zooza-mcp

Capabilities: 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 (1 events)
datetypewhat changed
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:57:47Zok_tools2008782025-06-18
2026-08-12T05:33:04Zok_tools2004712025-06-18

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.zooza/mcp-server.svg)](https://robinsaige.com/s/app.zooza/mcp-server)

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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