preview_my_business

shallow

com.getfreedomos/freedom-mcp · Verify this server

The free look before paying: give the business website (http/https) — or the four short answers (what the business does, who for, what eats the week, what they would hand off first) — and FreedomOS reads it back: the first jobs it would take off their plate and what it read on the site. For a signed-in person with no company yet. Use it before the setup interview and get_checkout_link. Does not take an email or user id; the signed-in person is the subject. Costs a small amount of FreedomOS compute; a few tries per person. Routing: no company yet / what would FreedomOS do for my business / read my website / free look before paying → preview_my_business. Then get_checkout_link.

100.0/100

1 trials · measured 21 days ago

preview_my_business scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.getfreedomos/freedom-mcp, measured 16 Sept 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%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

DayScoreTierMethodology
2026-09-16100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: preview_my_business
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preview_my_business — Vouch