parse_what_changed
shallowgl.parse/mcp · Verify this server
Use when the user asks how the brand is doing or what is new. Returns the share of tracked AI answers that mention the brand with its date window, the change against the window before, new insights since the user's last visit, and the first mention when there is one. Marks nothing as seen. Next: parse_next_tasks for what to do; on Pro, parse_evidence for the answers behind an insight.
1 trials · measured 13 days ago
parse_what_changed 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.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/a9f9abfb-8670-480d-a326-ea499de24d83)