hivelearn_generate_ai_course
shallowio.github.williamechevarria/hivelearn-mcp · Verify this server
Generate a full course with AI and return a job_id to poll with hivelearn_get_ai_job. SPENDS the key creator's AI credits: 1 credit, or 5 for hybrid_chapters (paid plans only). Confirm with the user before calling. Requires the explicit generate:ai_courses scope, which admin:* does NOT include. source_type video_url imports a public YouTube/Vimeo/Loom link; every other type needs a file already uploaded to HiveLearn media storage (external URLs are rejected). Limited to 2 running and 10 per hour.
1 trials · measured 26 days ago
hivelearn_generate_ai_course scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.williamechevarria/hivelearn-mcp, measured 23 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
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-23 | 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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[](https://vouch.tools/tools/13f05248-6ef0-4559-abcd-6e1b1ed0546c)