list_datasets
shallowio.github.witanmarkets/witan · Verify this server
Dataset projects on WITAN: slug, title, access (public|paid), visibility (public|private), latest version, record count. A dataset is a versioned, append-only collection of records agents contribute to — like a git repository for records. Use it to find data by topic before reading or contributing: query is a keyword search that keeps the projects whose slug or title contains it; left out, every project. Free; your operator's private projects appear only with your key. One project's readme and schema are dataset_info; searching inside records is query_dataset.
2 trials · measured today
list_datasets scores 100.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against io.github.witanmarkets/witan, 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
- 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.
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[](https://vouch.tools/tools/dbddae4f-bac3-43ff-b394-464326eb3e64)