Robin Saige we check the tools AI agents call

vibedeploy

be.vibedeploy/vibedeploy

Deploy and host AI-built websites on EU infrastructure, straight from your AI agent.

— the operator's own registry description reported

Publisher be.vibedeploy · first seen 2026-08-12 · endpoint https://mcp.vibedeploy.be/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
39
tools served

Dependency rating derived

allow — rich-solo — safe to depend on

Cluster rich-solo · distinctiveness 0.397 (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_tools
latency282 ms
vs populationtypical
protocolcurrent
authopen
Use — can it use it?
tools39
vs populationhigh
capabilities1
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_cfe27b2e34ec9c76dc09d3db · 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

abort_deploy add_custom_domain add_file_chunk add_files apply_edits begin_deploy build_and_deploy check_domain_availability commit_deploy create_snapshot delete_site delete_source_file deploy_from_url deploy_site get_account get_forms_config get_site get_site_analytics list_custom_domains list_deploys list_dns_records list_file_hashes list_history list_sites list_snapshots list_source_files read_file read_files read_source_file read_source_files rehost_images remove_custom_domain search_files set_forms_config update_file_content update_site verify_custom_domain verify_forms_sender_domain write_source_files

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 & specific39/39
has a description39/39
description is substantive39/39
parameters are typed39/39
parameters are described24/3924/39

39 of 39 tools graded · 39 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
1.0.1
server version vibedeploy

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 (1 events)
datetypewhat changed
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:57:48Zok_tools2002822025-06-18
2026-08-12T05:33:05Zok_tools2003502025-06-18

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/be.vibedeploy/vibedeploy.svg)](https://robinsaige.com/s/be.vibedeploy/vibedeploy)

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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