open_provider_explorer

shallow

ai.kaleto/mcp · Verify this server

Open provider exploration with current records for up to 25 unique UUIDs returned by discovery. Omit provider_ids to start without results; pass [] only after a successful search with no matches. Preserves supplied order without reranking. A missing record fails the whole request. This does not save a list, verify suitability, or make a booking.

100.0/100

1 trials · measured today

open_provider_explorer 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

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: open_provider_explorer
[![Vouch score](https://vouch.tools/api/tools/f4ea803d-36fd-4b08-8132-2215c6ead98c/badge.svg)](https://vouch.tools/tools/f4ea803d-36fd-4b08-8132-2215c6ead98c)
open_provider_explorer — Vouch