ingest_voice_corpus
shallowcom.getfreedomos/freedom-mcp · Verify this server
Build or refresh the company's voice profile from REAL writing. Use this when the operator wants agents to learn their voice from their actual work — pass a URL to their blog / newsletter / posts (or an admired creator's page), or paste sample text. The system fetches it safely, distills the STYLE (cadence, word choice, argument-building — never faith substance), and merges it into the voice profile all drafting agents ground on. For any operator/brand setting up or improving how their content sounds. [sensitive-tier — first use may require a manager's approval; a from-now-on approval makes future calls seamless, a just-once approval re-asks next time.]
1 trials · measured 8 days ago
ingest_voice_corpus scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.getfreedomos/freedom-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
- Credential class
- gated
- Category
- Content & media
- 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/917de95f-efe3-487c-871b-73009abdd35a)