Robin Saige we check the tools AI agents call

Xearno Tools

tools.xearno/calculators

Money, tax & business calculators kept current with 2026 rules — plus operator insights.

— the operator's own registry description reported

Publisher tools.xearno · first seen 2026-08-12 · endpoint https://xearno.tools/mcp

allow
verdict
rich-slow-solo
cluster
ok_tools
answers
72
tools served

Dependency rating derived

allow
allow — alive & usable · retrieval-public ● · V1 shows its work ◐
allow — because answers ●, 72 tools legible (band A) ●, no confirmed drift in 2 probes ●; not yet checked: truth (0 runs)

Cluster rich-slow-solo · distinctiveness 0.64 (unusual). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency1133 ms
vs populationslow
protocolcurrent
authopen
Can it be used? Q4 · observed
tools72
vs populationhigh
capabilities1
harnessA
Did it hold when checked? Q3–Q4 · derived
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_28f97554af668a55ec861876 · 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?V1 shows its work ◐evidence ↓
Q4Did it hold?harness A · 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 (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 (2 events)
datetypewhat changed
2026-08-14inventorytools 68 → 72
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-public56serves public factstruth-checkable against a public source — the V-ladder applies in full
computational15deterministic transformsself-checkable by re-computation and known-answer tests
predictive1claims about the futurescoreable only in retrospect — the archive scores yesterday's predictions against today's outcome

Tools last seen observed

app_store_developer_fees apr_to_apy australia_hecs_help_repayment break_even cagr car_loan china_income_tax_salary china_retirement_pension china_severance china_social_insurance compound_growth creator_platform_payout credit_card_payoff currency emi fire_number france_conges_arret_maladie freelance_rate germany_elterngeld gst home_affordability hong_kong_profits_tax income_tax income_tax_hong_kong income_tax_netherlands income_tax_singapore india_gratuity japan_childcare_leave_benefit korea_parental_leave_benefit loan_payment market_size mexico_vacaciones_aguinaldo mortgage netherlands_30_percent_ruling npv_irr ny_statutory_residence_checker portugal_ifici_nhr_checker price_in_hours pricing_margin quit_runway roi runway saudi_end_of_service savings_goal singapore_platform_worker_cpf singapore_property_stamp_duty sip split_bill steady_paycheck thailand_social_security true_hourly_wage uae_gratuity uk_capital_gains_tax uk_car_tax_ved uk_child_benefit_charge uk_first_year_self_assessment uk_notice_pay uk_redundancy_package uk_stamp_duty_sdlt uk_statutory_redundancy_pay uk_statutory_residence_test uk_universal_credit_taper unit_economics unit_price us_aca_subsidy_cliff us_estate_tax_exemption us_freelance_vs_employee us_raise_benefits_cliff us_self_employment_quarterly_taxes us_student_loan_rap_vs_ibr us_substantial_presence_test vat

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 & specific72/72
has a description72/72
description is substantive72/72
parameters are typed72/72
parameters are described72/72

72 of 72 tools graded · 72 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
1.5.0
server version xearno-tools

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
2026-08-14T20:00:47Zok_tools20011332025-06-18
2026-08-12T05:36:00Zok_tools20011232025-06-18

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/tools.xearno/calculators.svg)](https://robinsaige.com/s/tools.xearno/calculators)

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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