search_ai_models
shallowio.github.onefreeman1337/osf-data-marketplace · Verify this server
FREE, no payment and no key. Search AI and machine learning models on the Hugging Face Hub by name, author or organization, task, library, or license. Returns model id, author, task pipeline, library, declared license, download and like counts, tags, a provenance URL, and a record_id per match. Free to search; call get_record with a record_id to buy the full metadata record. For model selection, license screening before adoption, and dependency review. Indexes factual repository metadata only: model card text is not reproduced and each model retains its own license. Args: query: keyword(s) to search, e.g. "image segmentation", "nvidia", or "apache-2.0".
1 trials · measured 8 days ago
search_ai_models scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.onefreeman1337/osf-data-marketplace, measured 25 Aug 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
- unreachable
- Category
- Legal & government
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 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
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/4dc35462-795b-4437-88c2-3ad2f6eeac06)