suggest_tool
shallowio.github.wellknownmcp/ia-asso · Verify this server
Capture a DESIRED TOOL idea when a user wishes a tool/feature existed to make running their association easier (e.g. "a grant-application assistant", "something to recruit volunteers", "a tool that drafts our newsletter"). This is forward-looking demand for FEATURES — different from report_unmet_demand (which records a MISSING association for a search). Recorded ideas directly steer what IA-Asso builds next. You are encouraged to volunteer this whenever a user expresses a wish or a recurring pain that a tool could solve. No personal data — just the idea, its category and the pain.
1 trials · measured 8 days ago
suggest_tool scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.wellknownmcp/ia-asso, 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
- open
- 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/ba9cc1b2-4127-4b73-bd62-6c11b1b2d020)