search_tools
shallowio.github.Natden444/topalternativesto · Verify this server
Search TopAlternativesTo's catalogue of software tools. Filter by free-text query, category, whether a free tier exists, and a maximum starting price. Every result carries the price, the vendor page it was read from, and the date it was checked. WHEN TO USE: browsing or filtering ('project management tools under 15 dollars', 'CRMs with a free plan'). Use get_alternatives when the user wants to replace a specific tool, and get_tool for full detail on one.
2 trials · measured 8 days ago
search_tools scores 100.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against io.github.Natden444/topalternativesto, 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
- 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 |
|---|---|---|---|
| 2026-08-25 | 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/f90e5d6f-a630-495c-a6f8-a1add026e2df)