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japan seasons

io.github.haomingkoo/japan-seasons

Live Japan seasonal travel MCP: sakura, autumn leaves, flowers, festivals, fruit farms, weather.

— the operator's own registry description reported

Publisher io.github.haomingkoo · first seen 2026-08-12 · endpoint https://seasons.kooexperience.com/mcp?dateStyle={dateStyle}&temperatureUnit={temperatureUnit}&includeCoordinates={includeCoordinates}&mapLanguage={mapLanguage}

allow
verdict
mid-solo
cluster
ok_tools
answers
17
tools served

Dependency rating derived

allow
allow — alive & usable · predictive ● · V n/a
allow — because answers ●, 17 tools legible (band A) ●, no confirmed drift in 2 probes ●; not yet checked: truth (3 attempts unverifiable, 0 disagreements)

Cluster mid-solo · distinctiveness 0.515 (moderate). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency321 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools17
vs populationmid
capabilities4
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_58caeb53c2829c4d26ba1309 · 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?predictive ● evidence ↓
Q3Can it be checked?V n/a for this kind ◐evidence ↓
Q4Did it hold?harness A · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?mid-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
predictive15claims about the futurescoreable only in retrospect — the archive scores yesterday's predictions against today's outcome
retrieval-public2serves public factstruth-checkable against a public source — the V-ladder applies in full

Tools last seen observed

festivals_list fetch flowers_spots fruit_farms fruit_seasons japan_seasonal_answer kawazu_forecast koyo_best_dates koyo_forecast koyo_now koyo_spots sakura_best_dates sakura_forecast sakura_now sakura_spots search weather_forecast

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 & specific17/17
has a description17/17
description is substantive17/17
parameters are typed17/17
parameters are described17/17

17 of 17 tools graded · 17 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 — 3 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
tariff-duty8471.30.01unverifiableus-hts

Protocol conformance observed

2025-06-18
protocol version
session model
0.5.0
server version japan-seasons-mcp

Capabilities: completions prompts resources 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
2026-08-14T19:59:36Zok_tools2003212025-06-18
2026-08-12T05:34:49Zok_tools2003002025-06-18

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.haomingkoo/japan-seasons.svg)](https://robinsaige.com/s/io.github.haomingkoo/japan-seasons)

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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