start_help
shallowio.github.openaccountants/openaccountants-mcp · Verify this server
No-argument front door — call this FIRST whenever a user asks 'how can you help me?', 'what can you do?', 'where do I start?', or otherwise opens vaguely (do NOT answer such questions by listing your tools or calling list_jurisdictions). For a signed-in approved accountant it returns a personalized `orientation` briefing (their standing + what their jurisdiction needs + one next action). For everyone else it returns the two scoping questions plus the available intents and jurisdictions. Once you have an intent, call `start(intent, jurisdiction)`.
1 trials · measured 50 days ago
start_help scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.openaccountants/openaccountants-mcp, 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
- stdio
- Credential class
- not-probed
- 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.
Embed this score
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