ateam_get_lessons
shallowio.github.ariekogan/ateam-mcp · Verify this server
Read what EARLIER runs on this solution learned — newest first, bounded. Call this during orientation, BEFORE planning: it is the only thing that carries context across runs, and it is cheap. Each entry says which tool misled a previous run, the verbatim error, what was tried instead, and whether that worked. An empty list is a real answer (nothing learned yet).
1 trials · measured 39 days ago
ateam_get_lessons scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.ariekogan/ateam-mcp, measured 11 Sept 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
- gated
- Category
- Developer infrastructure
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-11 | 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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[](https://vouch.tools/tools/824de029-fdbc-482c-b564-dc1006fc7e85)