preview_lead_import

shallow

com.persuadioai/mcp · Verify this server

Inspect an uploaded CSV or XLSX lead file WITHOUT writing anything to the database — read-only, sends nothing. Auto-detects common columns (name, phone, email, address, company/entity name) and reports row counts, in-file and account duplicates, missing contact fields, and how many leads would end up SMS- and email-contactable. Run this before import_leads_from_file so the operator can see what would happen first.

100.0/100

1 trials · measured 8 days ago

preview_lead_import scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.persuadioai/mcp, measured 25 Aug 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
Communication
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

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_lead_import
[![Vouch score](https://vouch.tools/api/tools/e27f5344-8655-4ee6-9a7a-e04b0c877a35/badge.svg)](https://vouch.tools/tools/e27f5344-8655-4ee6-9a7a-e04b0c877a35)
preview_lead_import — Vouch