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Eden Engine

Web Search with Relevance Ranking

omnial/web-search

Searches the web using natural language or Google-style operators (site:, -site:, intitle:, quoted phrases, OR) and returns results ranked with a relevance label, along with an optional markdown excerpt per result.

activeper resultv1
Provider
Web & Business Data Network
Category
web_search
Provider price
$0.00012285 per result
Latency p50 / p95
— / —
Success rate
Verified

Provider list price; Omnial MCP charges provider cost plus a platform markup on top.

Contract

input_schema.json
{
  "type": "object",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "maxLength": 500,
      "minLength": 1,
      "description": "Search query. Accepts natural language as well as Google-style operators: site:, -site:, inurl:, intitle:, quoted phrases, OR."
    },
    "numResults": {
      "type": "integer",
      "default": 10,
      "maximum": 100,
      "minimum": 10,
      "description": "Number of results to request and return (10-100, default 10). This is also what sizes the admission hold — one credit per result."
    }
  },
  "additionalProperties": false
}
output_schema.json
{
  "type": "object",
  "required": [
    "results"
  ],
  "properties": {
    "results": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "url",
          "title",
          "description",
          "relevance"
        ],
        "properties": {
          "url": {
            "type": "string",
            "format": "uri",
            "description": "Result URL."
          },
          "title": {
            "type": "string",
            "description": "Page title."
          },
          "markdown": {
            "type": "object",
            "properties": {
              "code": {
                "type": "string"
              },
              "markdown": {
                "type": [
                  "string",
                  "null"
                ]
              }
            },
            "description": "Present when markdown content was requested for this result; `markdown.code` reads \"NOT_REQUESTED\" and `markdown.markdown` is null when it was not.",
            "additionalProperties": true
          },
          "relevance": {
            "type": "string",
            "description": "The provider's own relevance label for this result (e.g. high/medium/low)."
          },
          "description": {
            "type": "string",
            "description": "Short snippet describing the page."
          }
        },
        "additionalProperties": true
      }
    }
  },
  "description": "Ranked web search results, narrowed from the provider's `output.results` array and wrapped as `{results: [...]}`.",
  "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.

ChargeRate
Per result
Charged for every result returned
$0.00012285
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 8, 2026