search_knowledge
shallowio.github.TotesMagotes/mcp-server-auth · Verify this server
Search ExpenseBot's complete product and help knowledge base. Use this before guessing when the user asks how a feature works, what ExpenseBot supports, or needs setup, billing, Gmail, scan, report, workflow, or troubleshooting instructions. Set fullAnswer:true on the first call when the user asks for complete, detailed, or step-by-step instructions. Use the default excerpt mode for discovery and quick answers; if an excerpt is truncated, call again with fullAnswer:true before presenting complete instructions. Each result has a stable id.
1 trials · measured 2 days ago
search_knowledge scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.TotesMagotes/mcp-server-auth, measured 31 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
- self-provisionable
- Category
- Developer infrastructure
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-31 | 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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