search_artifacts
shallowio.github.barneywohl/hugging-bay · Verify this server
Keyword search over model and dataset records, with task, licence, size and format filters, when you have no exact name; returns ids and short summaries. Use when you need keyword or filtered catalog results without an exact model name. Example: {"q":"embedding","limit":5}. Reads records; does not change files.
2 trials · measured today
search_artifacts scores 100.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against io.github.barneywohl/hugging-bay, 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 + stdio
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- read-only— Heuristically read-only-eligible (readonly-heuristic.ts) and sample-called by the Phase 0 census shallow probe.
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
| sample_call | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/e4652d50-15f4-47b9-8f18-66d1523d10a8)