match_capability
shallowio.github.upforge-dev/upforge · Verify this server
Describe a project, problem, or requirement in plain language and get back the Upforge services that fit, the relevant industry page, and a recommended next step. Use this for 'can they help me with ___', 'do they do ___', or 'I need ___ — are they a fit'. Prefer this over guessing from get_services when the question is about a specific need.
1 trials · measured 15 days ago
match_capability scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.upforge-dev/upforge, measured 23 Sept 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 |
|---|---|---|---|
| 2026-09-23 | 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/6dd2b9b3-2231-4692-b4e0-00567003c576)