preview_message
shallowio.github.Misar-AI/misarreach-mcp · Verify this server
Draft a sample AI-personalised outreach message for a named person, to show what the agent would say. This is a PREVIEW: nothing is sent, saved, or attached to a lead or campaign. Use it to check tone before committing to a sequence. The person does not need to exist as a lead — pass their name and, if known, role and company. This is the one tool here that needs no API key. Generative, so the same input yields different wording each time. Returns the drafted message text.
1 trials · measured 8 days ago
preview_message scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.Misar-AI/misarreach-mcp, 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 + stdio
- Credential class
- gated
- 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.
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[](https://vouch.tools/tools/2c029df3-698b-4659-ae12-12922ce9be63)