Robin Saige we check the tools AI agents call

AlpineDataWorks Intelligence Server

com.alpinedataworks/adw-intelligence-server

Agent-ready economic, market & geo-health intelligence — 318 MCP tools, 309 driver-backed indices.

— the operator's own registry description reported

Publisher com.alpinedataworks · first seen 2026-08-12 · endpoint https://api.alpinedataworks.com/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
318
tools served

Dependency rating derived

allow
allow — alive & usable · retrieval-public ● · V3 has answer key ◐
allow — because answers ●, 318 tools legible (band A) ●, no confirmed drift in 2 probes ●; not yet checked: truth (5 attempts unverifiable, 0 disagreements)

Cluster rich-solo · distinctiveness 0.427 (moderate). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency263 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools318
vs populationhigh
capabilities1
harnessA
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_3ad70cb692f232623c958fdb · 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 — 2 probes ●evidence ↓
Q2What is it?retrieval-public ● evidence ↓
Q3Can it be checked?V3 has answer key ◐evidence ↓
Q4Did it hold?harness A · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?rich-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 (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

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-public279serves public factstruth-checkable against a public source — the V-ladder applies in full
predictive19claims about the futurescoreable only in retrospect — the archive scores yesterday's predictions against today's outcome
orchestration10routes other toolsidentity + fronted-service disclosure checks (gateway vs costume)
generative5creates contentno answer key exists; disclosure + stability checks, never truth verdicts
computational4deterministic transformsself-checkable by re-computation and known-answer tests
action1changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions

Tools last seen observed

adw.adw_001 adw.adw_002 adw.adw_003 adw.adw_004 adw.adw_005 adw.adw_006 adw.adw_007 adw.adw_008 adw.adw_009 adw.adw_010 adw.adw_015 adw.adw_016 adw.adw_017 adw.adw_018 adw.adw_019 adw.adw_020 adw.adw_021 adw.adw_023 adw.adw_024 adw.adw_026 adw.adw_027 adw.adw_028 adw.adw_029 adw.adw_030 adw.adw_031 adw.adw_032 adw.adw_033 adw.adw_034 adw.adw_037 adw.adw_038 adw.adw_040 adw.adw_041 adw.adw_042 adw.adw_044 adw.adw_045 adw.adw_046 adw.adw_047 adw.adw_049 adw.adw_050 adw.adw_052 adw.adw_053 adw.adw_054 adw.adw_055 adw.adw_056 adw.adw_062 adw.adw_067 adw.adw_071 adw.adw_072 adw.adw_073 adw.adw_075 adw.adw_076 adw.adw_101 adw.adw_102 adw.adw_103 adw.adw_104 adw.adw_105 adw.adw_106 adw.adw_110 adw.adw_112 adw.adw_115 adw.adw_116 adw.adw_117 adw.adw_120 adw.adw_121 adw.adw_122 adw.adw_123 adw.adw_124 adw.adw_125 adw.adw_126 adw.adw_127 adw.adw_128 adw.adw_129 adw.adw_130 adw.adw_131 adw.adw_132 adw.adw_133 adw.adw_201 adw.adw_202 adw.adw_204 adw.adw_205 adw.adw_206 adw.adw_207 adw.adw_208 adw.adw_209 adw.adw_210 adw.adw_212 adw.adw_213 adw.adw_215 adw.adw_217 adw.adw_219 adw.adw_220 adw.adw_223 adw.adw_232 adw.adw_233 adw.adw_234 adw.adw_238 adw.adw_250 adw.adw_251 adw.adw_252 adw.adw_253 adw.adw_254 adw.adw_255 adw.adw_256 adw.adw_257 adw.adw_258 adw.adw_259 adw.adw_260 adw.adw_261 adw.adw_262 adw.adw_263 adw.adw_264 adw.adw_310 adw.adw_311 adw.adw_312 adw.adw_313 adw.adw_314 adw.adw_335 adw.adw_339 adw.adw_347 adw.adw_348 adw.adw_349 adw.adw_354 adw.adw_355 adw.adw_356 adw.adw_357 adw.adw_377 adw.adw_382 adw.adw_383 adw.adw_384 adw.adw_385 adw.adw_386 adw.adw_387 adw.adw_388 adw.adw_390 adw.adw_391 adw.adw_392 adw.adw_393 adw.adw_394 adw.adw_395 adw.adw_397 adw.adw_400 adw.adw_401 adw.adw_402 adw.adw_404 adw.adw_405 adw.adw_408 adw.adw_409 adw.adw_411 adw.adw_412 adw.adw_413 adw.adw_414 adw.adw_415 adw.adw_416 adw.adw_417 adw.adw_418 adw.adw_419 adw.adw_422 adw.adw_424 adw.adw_426 adw.adw_428 adw.adw_430 adw.adw_431 adw.adw_432 adw.adw_434 adw.adw_435 adw.adw_436 adw.adw_439 adw.adw_500 adw.adw_501 adw.adw_502 adw.adw_503 adw.adw_504 adw.adw_505 adw.adw_506 adw.adw_507 adw.adw_508 adw.adw_509 adw.adw_510 adw.adw_511 adw.adw_512 adw.adw_513 adw.adw_514 adw.adw_515 adw.adw_516 adw.adw_517 adw.adw_518 adw.adw_519 adw.adw_520 adw.adw_521 adw.adw_522 adw.adw_523 adw.adw_524 adw.adw_525 adw.adw_526 adw.adw_527 adw.adw_528 adw.adw_529 adw.adw_530 adw.adw_531 adw.adw_532 adw.adw_533 adw.adw_534 adw.adw_535 adw.adw_536 adw.adw_537 adw.adw_538 adw.adw_539 adw.adw_540 adw.adw_541 adw.adw_542 adw.adw_543 adw.adw_544 adw.adw_545 adw.adw_546 adw.adw_547 adw.adw_548 adw.adw_549 adw.adw_550 adw.adw_551 adw.adw_552 adw.adw_553 adw.adw_554 adw.adw_555 adw.adw_556 adw.adw_557 adw.adw_558 adw.adw_559 adw.adw_560 adw.adw_561 adw.adw_562 adw.adw_563 adw.adw_564 adw.adw_565 adw.adw_566 adw.adw_568 adw.adw_569 adw.adw_570 adw.adw_571 adw.adw_572 adw.adw_573 adw.adw_574 adw.adw_575 adw.adw_576 adw.adw_577 adw.adw_578 adw.adw_579 adw.adw_580 adw.adw_581 adw.adw_582 adw.adw_583 adw.adw_584 adw.adw_587 adw.adw_588 adw.adw_589 adw.adw_590 adw.adw_591 adw.adw_592 adw.adw_593 adw.adw_594 adw.adw_595 adw.adw_596 adw.adw_597 adw.adw_598 adw.adw_599 adw.adw_600 adw.adw_601 adw.adw_602 adw.adw_603 adw.adw_604 adw.adw_605 adw.adw_606 adw.adw_607 adw.adw_608 adw.adw_609 adw.adw_610 adw.adw_611 adw.adw_612 adw.adw_613 adw.adw_614 adw.adw_615 adw.adw_616 adw.adw_617 adw.adw_618 adw.adw_619 adw.adw_901 adw.adw_p01 adw.adw_p02 adw.adw_p03 adw.adw_p04 adw.adw_p05 adw.adw_p06 adw.adw_p07 adw.adw_p08 adw.adw_p09 adw.adw_p10 adw.adw_p11 adw.adw_p12 adw.adw_p13 adw.adw_p14 adw.adw_p15 adw.adw_p16 adw.adw_p17 adw.adw_p18 adw.adw_p19 adw.adw_p21 adw.adw_p22 adw.adw_p23 adw.adw_p24 adw.air_quality_risk adw.catalog adw.county_cancer adw.county_mortality adw.county_sdoh adw.county_water adw.feedback adw.health_risk adw.obesity_risk adw.sample

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 & specific318/318
has a description318/318
description is substantive318/318
parameters are typed318/318
parameters are described318/318

318 of 318 tools graded · 318 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 — 5 attempt(s) currently unverifiable (rate limits, walls, or unmappable schemas — never counted against the server) · 0 disagreements.

claim classkeyverdictprimary source
fx-ratesEURUSDunverifiableecb-fx
OFAC SDN screening (vs the official list)ISLAMIC REVOLUTIONARY GUARD CORPSunverifiableofac-sdn
OFAC SDN screening (vs the official list)MAERSK LINEunverifiableofac-sdn
tariff-duty0901.21.00unverifiableus-hts
tariff-duty6109.10.00unverifiableus-hts

Protocol conformance observed

2025-06-18
protocol version
session model
0.3.0
server version adw-intelligence-server

Capabilities: tools

Drift observed

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:57:55Zok_tools2002632025-06-18
2026-08-12T05:33:10Zok_tools2002672025-06-18

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.alpinedataworks/adw-intelligence-server.svg)](https://robinsaige.com/s/com.alpinedataworks/adw-intelligence-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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