Robin Saige we check the tools AI agents call

Airside Labs Aviation Tools

com.airsidelabs/aviation-tools

Aviation identity resolution and an AI use-case atlas, with provenance and temporal validity

— the operator's own registry description reported

Publisher com.airsidelabs · first seen 2026-09-11 · endpoint https://mcp.airsidelabs.com/mcp

allow
verdict
mid-fast-solo
cluster
ok_tools
answers
22
tools served

Dependency rating derived

allow
allow — alive & usable · retrieval-public ● · V3 has answer key ◐
allow — because answers ●, 22 tools legible (band B) ●, no confirmed drift in 1 probes ●; not yet checked: truth (2 attempts unverifiable, 0 disagreements)

Cluster mid-fast-solo · distinctiveness 0.763 (unusual). Every figure is a percentile or class within the 19,148-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency25 ms
vs populationfast
protocolcurrent
authopen
Can it be used? Q4 · observed
tools22
vs populationmid
capabilities4
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_3a04c04bc0c80a1bc52a30f7 · 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 — 1 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?mid-fast-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 (1 shown, 2026-09-13 → 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 (1 events)
datetypewhat changed
2026-09-13outcomefirst probe: ok_tools

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-public16serves public factstruth-checkable against a public source — the V-ladder applies in full
action2changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
computational2deterministic transformsself-checkable by re-computation and known-answer tests
predictive2claims about the futurescoreable only in retrospect — the archive scores yesterday's predictions against today's outcome

Tools last seen observed

airport_connectivity airport_network_integration airport_operations_status airport_operator airport_size_band data_requirements easa_ai_framework feedback_status get_use_case parse_flight_identifier report_unmet_need resolve_aircraft_type resolve_airline resolve_airport resolve_registration search_use_cases similar_use_cases submit_suggestion trace_data_lineage trace_workflow use_case_landscape validate_identifiers

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 & specific22/22
has a description22/22
description is substantive22/22
parameters are typed22/22
parameters are described0/220/22

22 of 22 tools graded · 22 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
OFAC SDN screening (vs the official list)ISLAMIC REVOLUTIONARY GUARD CORPSunverifiableofac-sdn
OFAC SDN screening (vs the official list)MAERSK LINEunverifiableofac-sdn

Protocol conformance observed

2025-06-18
protocol version
session model
1.1.0
server version Airside Labs Aviation Tools

Capabilities: experimental prompts resources 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
2026-09-13T06:12:39Zok_tools200252025-06-18

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/com.airsidelabs/aviation-tools.svg)](https://robinsaige.com/s/com.airsidelabs/aviation-tools)

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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Operator of this server? Everything we hold about it is on this page — free, no account, for anyone. Wrong attribution, stale probe, misclassification? Dispute this record →