enrich_html
ActiveTool of ShopGraph
declared in 1.0.0
Extract product data from raw HTML you already have (no HTTP fetch needed). Ideal when using Bright Data, Firecrawl, or any scraping API — pipe the HTML through ShopGraph for structured product data. Uses schema.org + LLM fallback. Costs $0.02 per call (cached results are free). Each field carries verification metadata in _shopgraph: provenance (field_method — which source/tier produced it: schema_org, llm, or hybrid), freshness (field_freshness — recency + volatility_class, for volatile fields like price & availability), and abstain (a field is null when ShopGraph cannot verify it on the page). Rely on provenance, freshness, and the abstain signal to decide what to trust.
Parameters schema
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"html",
"url"
],
"properties": {
"url": {
"type": "string",
"format": "uri",
"description": "Original URL of the page (used for context and caching)"
},
"html": {
"type": "string",
"description": "Raw HTML content of the product page"
},
"format": {
"enum": [
"default",
"ucp"
],
"type": "string",
"default": "default",
"description": "Output format. \"ucp\" returns UCP line_item format. Default: \"default\"."
},
"force_refresh": {
"type": "boolean",
"description": "Bypass cache entirely. Always triggers live extraction. Costs 3x credits."
},
"include_score": {
"type": "boolean",
"description": "Include agent-readiness score in response."
},
"payment_method_id": {
"type": "string",
"description": "Stripe payment method ID for MPP payment"
},
"minimum_confidence": {
"type": "number",
"maximum": 1,
"minimum": 0,
"description": "Auto-refresh if any cached field's DECAYED confidence falls below this threshold."
},
"strict_confidence_threshold": {
"type": "number",
"maximum": 1,
"minimum": 0,
"description": "Fields below this confidence will be nulled with explanation. Default: off."
}
},
"additionalProperties": false
}Parent server
ShopGraph
https://github.com/laundromatic/shopgraph
2/7 registries