Contract
{
"type": "object",
"required": [
"query"
],
"properties": {
"query": {
"type": "string",
"minLength": 1,
"description": "Free-text industry name or topic to resolve into codes. Example: 'warehouse automation'."
}
},
"additionalProperties": false
}{
"type": "object",
"required": [
"data",
"count"
],
"properties": {
"data": {
"type": "array",
"items": {
"type": "object",
"required": [
"code",
"industry_name",
"similarity"
],
"properties": {
"code": {
"type": "string",
"description": "The vendor's internal industry code, e.g. 'IMAHAHAN'."
},
"similarity": {
"type": "number",
"description": "How closely this industry matches the query, roughly 0-1. Observed as low as ~0.21 for a single generic letter and above 0.70 for an exact topic match -- a low score signals a weak match, not an error."
},
"industry_name": {
"type": "string",
"description": "Human-readable industry/category label for this code."
}
},
"additionalProperties": true
},
"description": "Industry matches, ordered by descending `similarity`. Capped at 30 entries on every real call observed, even for a nonsense or single-letter query."
},
"count": {
"type": "integer",
"description": "Number of entries in `data`. 30 on every real call observed."
}
},
"description": "The industry-match list, as returned at the endpoint's result path. Every real call observed (an exact topic, a gibberish query, and a single generic letter) returned a full, similarity-ranked list rather than an empty one.",
"additionalProperties": true
}Pricing
Every real charge, itemised. A model that quietly omits one is a slow financial leak, so nothing here is rolled up, and a charge that only applies to some inputs says so rather than being added in.
Prices in this catalog are the provider's own list price, not your bill: Omnial MCP charges provider cost plus a platform markup on top, so what you are charged is higher than the figure shown. For the exact amount a specific call will cost, run omnial_execute with dry_run: true; that number includes the markup and is what we hold while the call runs. It is a quote, not a cap on the charge.
| Charge | Rate |
|---|---|
Per call Flat, regardless of what comes back | $0.00 |
- Cost basis
- Not recorded
This tool's catalog entry does not record how its final bill is determined, so we will not tell you whether its cost is fixed before the call or reported by the provider afterwards. Either way what is held is a quote rather than a cap: you are charged what the call actually costs, bounded at 2x the quote.
- Updated
- Sep 23, 2026
