parse_why
shallowgl.parse/mcp · Verify this server
Use when the user asks why AI describes their brand a certain way, or why it recommends a rival. Returns Parse's standing findings and the last two weeks of insights as short claims. Next, on Pro: parse_evidence with a finding's id reads the answers behind it, and a standing finding that has a card opens with parse_dashboard_standing.
1 trials · measured 13 days ago
parse_why scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against gl.parse/mcp, measured 6 Oct 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
- open
- Category
- Communication
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 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/14f830f4-3f89-4985-96d6-ab33a21d8fe6)