run_quality_check
shallowcom.getfreedomos/freedom-mcp · Verify this server
Evaluate content or media against your ICP persona using Gemini 3.1 Pro vision. Actually SEES images and WATCHES videos. Returns quality scores (1-10) across 6 dimensions + specific ICP feedback. Use after generating media or drafting content to validate quality before delivering to the user. [sensitive-tier — first use may require a manager's approval; a from-now-on approval makes future calls seamless, a just-once approval re-asks next time.]
1 trials · measured 8 days ago
run_quality_check scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.getfreedomos/freedom-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
- gated
- Category
- Content & media
- 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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[](https://vouch.tools/tools/4d5c52b6-2735-42e2-834d-7aefc312dc71)