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HostingBrain Intelligence

ai.hostingbrain/intelligence

Market research on European hosting and domains: ownership, structure, pricing, technology adoption.

— the operator's own registry description reported

Publisher ai.hostingbrain · first seen 2026-08-12 · endpoint https://mcp.hostingbrain.ai/mcp

allow
verdict
rich-slow-solo
cluster
ok_tools
answers
35
tools served

Dependency rating derived

allow
allow — alive & usable · retrieval-public ● · V3 has answer key ◐
allow — because answers ●, 35 tools legible (band B) ●, no confirmed drift in 7 probes ●; not yet checked: truth (2 attempts unverifiable, 0 disagreements)

Cluster rich-slow-solo · distinctiveness 0.806 (unusual). Every figure is a percentile or class within the 19,148-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency407 ms
vs populationslow
protocolcurrent
authopen
Can it be used? Q4 · observed
tools35
vs populationhigh
capabilities5
harnessB
Did it hold when checked? Q3–Q4 · derived
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_4fbf39df8b7a62fa487b9b83 · 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.

Q1Does it answer?alive & usable — 7 probes ●evidence ↓
Q2What is it?retrieval-public ● evidence ↓
Q3Can it be checked?V3 has answer key ◐evidence ↓
Q4Did it hold?harness B · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?rich-slow-solo · 1 on its host (context, not verdict) ◐evidence ↓

● observed · ◐ derived · ○ reported — the verdict synthesizes Q1–Q4; Q5 is context. Methodology →

History observed

Every probe we made, oldest → newest (7 shown, 2026-08-12 → 2026-09-13). 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
2026-09-13outcomeok_tools (was auth_required)
2026-08-12outcomefirst probe: auth_required

What kind of tools these are derived

Verification only means something relative to a tool's NATURE — an email-sender has no "true answer", a generator has no answer key. Classification evidence: classified from tool names/descriptions/annotations WE OBSERVED. What checking applies to each kind (the full methodology →):

naturetoolsmeaning what checking applies
retrieval-public33serves public factstruth-checkable against a public source — the V-ladder applies in full
computational1deterministic transformsself-checkable by re-computation and known-answer tests
unclassified1not classifiable from its textTier-1 only until its tools describe themselves

Tools last seen observed

book_health consolidation_landscape consolidator_scorecard coverage_calibration customer_faithfulness definitions dossier email_security feedback fetch group_movement header_adoption hosting_momentum independent_operators integration_depth layer_stickiness market_concentration market_digitization market_pricing market_structure migration_flows operator_profile ownership_evidence peer_compare pricing_moves pricing_profile provenance saas_adoption saas_diversification search search_visibility stack_profile technology_adoption tld_pricing vendor_adoption

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 B — usable, with rough edges.

legibility checktools passingok
name is clear & specific35/35
has a description35/35
description is substantive35/35
parameters are typed35/35
parameters are described3/353/35

35 of 35 tools graded · 35 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 yet confirmed — 2 attempt(s) currently unverifiable (rate limits, walls, or unmappable schemas — never counted against the server) · 0 disagreements.

claim classkeyverdictprimary source
tariff-duty0901.21.00unverifiableus-hts
tariff-duty6109.10.00unverifiableus-hts

Protocol conformance observed

2025-06-18
protocol version
session model
770ccf1e
server version hostingbrain-intelligence

Capabilities: experimental prompts resources tasks tools

Drift observed

No confirmed drift on record. Baseline set 2026-09-13; changes appear here after human review.

raw probe records
probed (UTC) outcomehttpmsprotocol
2026-09-13T06:11:57Zok_tools2004072025-06-18
2026-09-06T06:11:26Zauth_required401357
2026-08-30T06:11:18Zauth_required401427
2026-08-23T06:11:15Zauth_required401413
2026-08-16T06:11:08Zauth_required401398
2026-08-14T19:57:36Zauth_required401400
2026-08-12T05:32:53Zauth_required401333

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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/ai.hostingbrain/intelligence.svg)](https://robinsaige.com/s/ai.hostingbrain/intelligence)

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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