search_providers
shallowai.kaleto/mcp · Verify this server
Search current enrichment provider records by natural-language interests in a required region: pass the place the family names (city, neighborhood or area) or a region ID. Jev maps it onto a covered region in parallel with the activities, and the response region is the region searched; call list_regions only after LOCATION_UNSUPPORTED. Location words in the query are not used for filtering. Jev maps the query onto specific activities, PostgreSQL retrieves up to 120 providers in the region tagged with those activities, and Jev ranks them by relevance. Returns selected_types, relevance scores and limitations; does not verify program availability. All callers share the same search rate and concurrency limits. Search text is processed by Jev; operational search analytics are stored. Do not include child names or private details.
1 trials · measured 1 day ago
search_providers scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.kaleto/mcp, 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
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 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.
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