audit_information_gain
shallowcom.scriptmasterlabs/squeezeos · Verify this server
Compares draft content paragraph-by-paragraph against a comparison corpus (competitor_texts you supply, or live SERP grounding if configured) and returns a real overlap/information-gain score per paragraph -- lexical token overlap always, plus a real Anthropic-scored semantic judgment when available. Never fabricates a score with no comparison text. AEO Suite Signal tier or higher -- requires aeo_api_key.
No longer in the registry. The MCP registry stopped listing this server as of 11 Sept 2026. This report card stays available because the measurement was real, but the tool is excluded from search, rankings, and Vouch’s corpus counts. A published behaviour score is never recomputed or removed — it reflects what was measured while the server was listed.
1 trials · measured 59 days ago
audit_information_gain scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.scriptmasterlabs/squeezeos, 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
- self-provisionable
- Category
- Developer infrastructure
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 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.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/6c61d0b3-9a00-4a59-8923-e9c6495a1397)