explain_knowledge_reasoning
shallowcom.precision-concretecoating/mcp · Verify this server
Answers a question by traversing the published knowledge graph and returning ranked reasoning paths instead of disconnected records. Each path is an ordered chain of relationships with a path score, a path confidence, the supporting evidence, the relationship types used and a plain-language explanation of every transition. Traversal respects relationship weight, evidence strength, concept ontology, semantic clusters and inverse relationships, and prunes weak branches automatically.
1 trials · measured 8 days ago
explain_knowledge_reasoning scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.precision-concretecoating/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
- Credential class
- unreachable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 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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