detect_file_schema

shallow

com.atlasemoji/mcp · Verify this server

Analyze a bounded preview of CSV, spreadsheet, JSON, EDI-normalized, EDIFACT-normalized, cXML-derived, inventory, telemetry, CRM, item, location, shipment, or partner records to identify their structure and determine how they may fit Atlas DataSynch workflows.

100.0/100

1 trials · measured 8 days ago

detect_file_schema scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.atlasemoji/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
open
Category
Commerce & retail
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: detect_file_schema
[![Vouch score](https://vouch.tools/api/tools/ba34df30-d46e-4285-8c23-ab3ab43e16a8/badge.svg)](https://vouch.tools/tools/ba34df30-d46e-4285-8c23-ab3ab43e16a8)
detect_file_schema — Vouch