pmf_scorecard
shallowio.github.shashwatgtm/craft-gtm-mcp · Verify this server
Takes your product, target market and current metrics (MRR, ACV, churn, NPS, CAC, LTV, retention, activation and similar) and returns a product-market fit scorecard that scores each dimension against example benchmark ranges. Reads the business model from your inputs and leaves the activation score out for services, connectivity and investment businesses. Quotes your customer feedback and answers it.
1 trials · measured 2 days ago
pmf_scorecard scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.shashwatgtm/craft-gtm-mcp, 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 + stdio
- Credential class
- self-provisionable
- 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.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/ddb037c3-00c5-4670-8257-3cd7ec3c089b)