analyze_cat_photo
shallowcom.furriq/cats · Verify this server
Analyze a cat photo with AI vision and estimate the most likely breeds, with honest uncertainty. Provide a public image URL (or a data: URL). Limited to 10 analyses per day; a lighter deterministic alternative is find_cat_breed with a text description. For a full report, https://www.furriq.com/identify-cat-by-photo
1 trials · measured 1 day ago
analyze_cat_photo scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.furriq/cats, measured 20 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
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 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.
Embed this score
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[](https://vouch.tools/tools/c0e96d67-32d5-4f78-9ade-3ea5197659f0)