Robin Saige we check the tools AI agents call

trimtab ais

io.github.mrsingh86/trimtab-ais

US tariff & trade truth: duty actually paid by origin/HS 2017+, HTS rulebook, CBP rulings. No key.

— the operator's own registry description reported

Publisher io.github.mrsingh86 · first seen 2026-08-12 · endpoint https://ais.trimtabist.com/mcp

allow
verdict
mid-fast-shared
cluster
ok_tools
answers
13
tools served

Dependency rating derived

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

Cluster mid-fast-shared · distinctiveness 0.532 (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
latency60 ms
vs populationfast
protocolcurrent
authopen
Use — can it use it?
tools13
vs populationmid
capabilities4
harnessA
Trust — can it rely on it?
identityshared
servers on its host1
servers on its domain2
verifiabilityunassessed
duplicate inventoryyes
drift events0
answers trueno primary

🔏 Signed receipt rr_26f26676f3aaa88889f1d272 · 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

commodity_profile compare event_studies hs_search ledger_meta month_in_review origin_profile query_series rulings_search tariff_burden tariff_lookup tariff_story trade_query

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 & specific13/13
has a description13/13
description is substantive13/13
parameters are typed13/13
parameters are described8/138/13

13 of 13 tools graded · 13 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
0.3.0
server version trimtab-tariffs-trade

Capabilities: completions prompts resources 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 (7 shown, 2026-08-12 → 2026-08-15). 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
2026-08-15T05:10:09Zok_tools200622025-06-18
2026-08-14T19:59:52Zok_tools200602025-06-18
2026-08-14T05:10:09Zok_tools200372025-06-18
2026-08-13T05:10:09Zok_tools200432025-06-18
2026-08-12T19:49:40Zok_tools200522025-06-18
2026-08-12T17:50:22Zok_tools20010192025-06-18
2026-08-12T05:35:09Zok_tools200362025-06-18

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/io.github.mrsingh86/trimtab-ais.svg)](https://robinsaige.com/s/io.github.mrsingh86/trimtab-ais)

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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