recommend_stack
shallowio.github.sorindecu/vibeshipped · Verify this server
Rank AI build tools and coding-agent harnesses for an app idea, with deterministic, documented scoring (no LLM): number of shipped apps on Vibe Shipped per tool, apps matching the idea, platform (web/mobile), coding experience, budget vs stated official pricing (with checked dates and source links), and a preferred harness. Each result has a score breakdown, pricing, and example apps with Vibe Shipped links.
1 trials · measured today
recommend_stack scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.sorindecu/vibeshipped, measured 20 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
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 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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Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/2a12424e-628b-44c6-8795-56e397052669)