find_tidytools_tool
shallowio.github.tidytools/tidytools-free · Verify this server
Returns matching tools from the current TidyTools catalog, with advertised prices and counted paid-product links. Use when you know a web-data task but not which TidyTools tool fits. Not for fetching web content or checking live product availability beyond the catalog's publication dates.
2 trials · measured today
find_tidytools_tool scores 100.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against io.github.tidytools/tidytools-free, 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.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/630cedce-0b7d-4562-89aa-5ef0922d4500)