zaira_list_categories

shallow

ai.zairalabs/guide · Verify this server

List all tool categories with the number of tools in each. Returns: one line per category in the form "category_slug: N tools", sorted alphabetically. Example call: no parameters. Edge cases: - Categories with zero tools do not appear in the output. - Category slugs are lowercase-alphanumeric with hyphens (e.g., "relational-database", "vector-database", "frontend-framework", "mcp-server"). They may differ from casual category names — the slug form is canonical. Risk: read-only, closed-world, idempotent — no state change possible.

100.0/100

1 trials · measured 8 days ago

zaira_list_categories scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.zairalabs/guide, measured 25 Aug 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
2026-08-25100.0shallowv0.2.0

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.

Embed this score

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

Vouch score: zaira_list_categories
[![Vouch score](https://vouch.tools/api/tools/0f33af05-72e1-4318-8d82-fcee1ff49a7b/badge.svg)](https://vouch.tools/tools/0f33af05-72e1-4318-8d82-fcee1ff49a7b)
zaira_list_categories — Vouch