Robin Saige we check the tools AI agents call

netcafe build

com.ainetcafe/netcafe-build

Deploy a live web app from one sentence. build_app + poll to a public HTTPS URL you own.

— the operator's own registry description reported

Publisher com.ainetcafe · first seen 2026-08-12 · endpoint https://ainetcafe.com/mcp/build?s=registry

allow
verdict
mid-slow-shared
cluster
ok_tools
answers
6
tools served

Dependency rating derived

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

Cluster mid-slow-shared · distinctiveness 0.307 (typical). 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
latency504 ms
vs populationslow
protocolcurrent
authopen
Use — can it use it?
tools6
vs populationmid
capabilities1
harnessA
Trust — can it rely on it?
identityshared
servers on its host9
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_537d1d70bc142a93af340b9a · 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

build_app check_job get_app list_apps project_status submit_project

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 & specific6/6
has a description6/6
description is substantive6/6
parameters are typed6/6
parameters are described6/6

6 of 6 tools graded · 6 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
1.5.0
server version netcafe-build

Capabilities: 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
2026-08-14outcomeok_tools (was http_error)
2026-08-12outcomefirst probe: http_error
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:57:54Zok_tools2005042025-06-18
2026-08-12T05:33:10Zhttp_error53021

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/com.ainetcafe/netcafe-build.svg)](https://robinsaige.com/s/com.ainetcafe/netcafe-build)

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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