shopgraph
Clean product data from any URL. Schema.org + AI extraction. 200 free calls/month.
使うべきか
品質と安全性
ツール定義とプロトコルへの準拠に関する自動分析に基づいています。
コンテキストコスト
これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。
インストール
ワンクリックインストール
これを `claude_desktop_config.json` ファイルに追加してください:
{
"mcpServers": {
"shopgraph": {
"command": "npx",
"args": [
"shopgraph"
]
}
}
}実行可能なパッケージ
1.0.1streamable-httpリモートエンドポイント
https://shopgraph.dev/mcpstreamable-httpできること
ツール一覧
ツール（4）
🟢enrich_product(url, payment_method_id, strict_confidence_threshold, force_refresh, minimum_confidence, ...)
Extract comprehensive product data from a URL including name, price, brand, images, availability, and more. Uses schema.org structured data when available, with LLM fallback. Costs $0.02 per call (cached results are free). Each field carries verification metadata in _shopgraph: provenance (field_method — which source/tier produced it: schema_org, llm, or hybrid), freshness (field_freshness — recency + volatility_class, for volatile fields like price & availability), and abstain (a field is null when ShopGraph cannot verify it on the page). Rely on provenance, freshness, and the abstain signal to decide what to trust.
入力スキーマ
{
"type": "object",
"properties": {
"url": {
"type": "string",
"format": "uri",
"description": "Product page URL to extract data from"
},
"payment_method_id": {
"type": "string",
"description": "Stripe payment method ID for MPP payment"
},
"strict_confidence_threshold": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Fields below this confidence will be nulled with explanation. Default: off."
},
"force_refresh": {
"type": "boolean",
"description": "Bypass cache entirely. Always triggers live extraction. Costs 3x credits."
},
"minimum_confidence": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Auto-refresh if any cached field's DECAYED confidence falls below this threshold. Costs 2x credits when refresh triggers, 0.25x on cache hit."
},
"format": {
"type": "string",
"enum": [
"default",
"ucp"
],
"default": "default",
"description": "Output format. \"ucp\" returns UCP line_item format. Default: \"default\"."
},
"include_score": {
"type": "boolean",
"description": "Include agent-readiness score in response."
}
},
"required": [
"url"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢enrich_basic(url, payment_method_id, strict_confidence_threshold, force_refresh, minimum_confidence, ...)
Extract basic product attributes from a URL (name, price, brand, availability). Faster and cheaper than enrich_product. 50 free calls/month — no payment needed. Paid: $0.01 per call after free tier. Each field carries verification metadata in _shopgraph: provenance (field_method — which source/tier produced it: schema_org, llm, or hybrid), freshness (field_freshness — recency + volatility_class, for volatile fields like price & availability), and abstain (a field is null when ShopGraph cannot verify it on the page). Rely on provenance, freshness, and the abstain signal to decide what to trust.
入力スキーマ
{
"type": "object",
"properties": {
"url": {
"type": "string",
"format": "uri",
"description": "Product page URL to extract data from"
},
"payment_method_id": {
"type": "string",
"description": "Stripe payment method ID for MPP payment"
},
"strict_confidence_threshold": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Fields below this confidence will be nulled with explanation. Default: off."
},
"force_refresh": {
"type": "boolean",
"description": "Bypass cache entirely. Always triggers live extraction. Costs 3x credits."
},
"minimum_confidence": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Auto-refresh if any cached field's DECAYED confidence falls below this threshold. Costs 2x credits when refresh triggers, 0.25x on cache hit."
},
"format": {
"type": "string",
"enum": [
"default",
"ucp"
],
"default": "default",
"description": "Output format. \"ucp\" returns UCP line_item format. Default: \"default\"."
},
"include_score": {
"type": "boolean",
"description": "Include agent-readiness score in response."
}
},
"required": [
"url"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢enrich_html(html, url, payment_method_id, strict_confidence_threshold, force_refresh, ...)
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 $0.02 per call (cached results are free). Each field carries verification metadata in _shopgraph: provenance (field_method — which source/tier produced it: schema_org, llm, or hybrid), freshness (field_freshness — recency + volatility_class, for volatile fields like price & availability), and abstain (a field is null when ShopGraph cannot verify it on the page). Rely on provenance, freshness, and the abstain signal to decide what to trust.
入力スキーマ
{
"type": "object",
"properties": {
"html": {
"type": "string",
"description": "Raw HTML content of the product page"
},
"url": {
"type": "string",
"format": "uri",
"description": "Original URL of the page (used for context and caching)"
},
"payment_method_id": {
"type": "string",
"description": "Stripe payment method ID for MPP payment"
},
"strict_confidence_threshold": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Fields below this confidence will be nulled with explanation. Default: off."
},
"force_refresh": {
"type": "boolean",
"description": "Bypass cache entirely. Always triggers live extraction. Costs 3x credits."
},
"minimum_confidence": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Auto-refresh if any cached field's DECAYED confidence falls below this threshold."
},
"format": {
"type": "string",
"enum": [
"default",
"ucp"
],
"default": "default",
"description": "Output format. \"ucp\" returns UCP line_item format. Default: \"default\"."
},
"include_score": {
"type": "boolean",
"description": "Include agent-readiness score in response."
}
},
"required": [
"html",
"url"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢score_product(url, payment_method_id, strict_confidence_threshold, format)
Extract product data and return agent-readiness score (0-100). Scores structured data completeness, semantic richness, UCP compatibility, pricing clarity, and inventory signals. Full scoring breakdown included.
入力スキーマ
{
"type": "object",
"properties": {
"url": {
"type": "string",
"format": "uri",
"description": "Product page URL to extract and score"
},
"payment_method_id": {
"type": "string",
"description": "Stripe payment method ID for MPP payment"
},
"strict_confidence_threshold": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Fields below this confidence will be nulled with explanation. Default: off."
},
"format": {
"type": "string",
"enum": [
"default",
"ucp"
],
"default": "default",
"description": "Output format. \"ucp\" returns UCP line_item format. Default: \"default\"."
}
},
"required": [
"url"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}コミュニティ
エビデンス