list_categories
shallowio.github.AgentTools-Cloud/agent-tools-mcp · Verify this server
List all available service categories in the directory.
100.0/100
2 trials · measured 8 days ago
list_categories scores 100.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against io.github.AgentTools-Cloud/agent-tools-mcp, 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 + 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
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
| 2026-08-24 | 98.3 | deep | v0.1.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
| sample_call | pass: 1 |
| reliability | timeout: 1, pass: 19 |
| malformed_input | pass: 1 |
| timeout_honour | pass: 2 |
| cancellation | skipped: 2 |
| determinism | pass: 4 |
| concurrency | pass: 20 |
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/35c15f34-afe2-4b12-ac1a-9ec247b1ef06)