list_categories

deep

io.github.AgentTools-Cloud/agent-tools-mcp · Verify this server

List all available service categories in the directory.

98.3/100

49 trials · measured 14 days ago

list_categories scores 98.3/100 on Vouch's measured behaviour index, from 49 real invocation trials against io.github.AgentTools-Cloud/agent-tools-mcp, measured 6 Oct 2026 under methodology v0.2.0. Its lowest-scoring measured component is Reliability at 95.0/100.

Component breakdown

ComponentWeightValue
Reliability35%95.0
Schema integrity25%100.0
Failure behaviour15%100.0
Latency15%100.0
Concurrency10%100.0

Tool details

Transport
remote + stdio
Credential class
open
Category
Communication
Input schema
declared
Output schema
declared
Side-effect classification
read-only— Heuristically read-only-eligible (readonly-heuristic.ts) and sample-called by the Phase 0 census shallow probe.
Declared input schema
{
  "type": "object",
  "title": "list_categoriesArguments",
  "properties": {}
}

Score history

DayScoreTierMethodology
2026-10-0698.3deepv0.2.0
2026-08-25100.0shallowv0.2.0
2026-08-2498.3deepv0.1.0

Probe evidence

ProbeOutcomes
reliabilitytimeout: 2, pass: 38
malformed_inputpass: 2
timeout_honourpass: 4
cancellationskipped: 4
determinismpass: 8
concurrencypass: 40
schema_integritypass: 1
sample_callpass: 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: list_categories
[![Vouch score](https://vouch.tools/api/tools/35c15f34-afe2-4b12-ac1a-9ec247b1ef06/badge.svg)](https://vouch.tools/tools/35c15f34-afe2-4b12-ac1a-9ec247b1ef06)
list_categories — Vouch