window_sticker

shallow

app.cardog/mcp · Verify this server

The factory window sticker (Monroney label) we hold for a VIN, or why there is none. Guide: https://cardog.app/docs/window-sticker. Pass `vin` (17 characters). The result has exactly one of: - `label` — we hold the manufacturer's label: `issuer`, `retrievedAt`, `vinVerified` (true only when the VIN was read inside the file; false means the manufacturer's service returned it for this VIN and nothing stronger), and `document` (a stable identifier + SHA-256, and `downloadUrl`: a signed link to the PDF, good for 24 hours, free, no API key needed. You may give it to a person as a clickable link. Do not store the link: call this tool again for a fresh one, which bills the label again. `sha256` identifies the file). Costs 5 credits. - `unavailable` — no label, and `reason` says why. `not_yet_harvested` is the ONLY reason worth retrying later. `no_lane` (not collected for this manufacturer), `lane_us_only` (US-sold vehicles only), `issuer_has_no_record` (the manufacturer has none) and `pre_lane_model_year` (predates our coverage) are final. Costs 0 credits. Absence is a normal answer, not an error. The label's printed contents (options, MSRP, fuel economy) are not served yet. Errors are instructions: every failure returns {code, message, hint, suggestions} — follow `hint` for the next call; `suggestions` lists nearest valid refs for a bad ref. Unknown-but-well-formed refs are a 400 naming the ref, NEVER a silent fuzzy match. Next: identify_vehicle({ vin }) for the vehicle's identity and its refs (model-year:… for market_quote); check_recalls({ vin }) for open campaigns.

100.0/100

1 trials · measured 13 days ago

window_sticker scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against app.cardog/mcp, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Category
Real estate
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: window_sticker
[![Vouch score](https://vouch.tools/api/tools/068ef93d-1aba-4f5e-9e20-ebda74ea5429/badge.svg)](https://vouch.tools/tools/068ef93d-1aba-4f5e-9e20-ebda74ea5429)
window_sticker — Vouch