window_sticker
shallowapp.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.
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
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | 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
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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