MCPサーバー

shopgraph

            io.github.laundromatic/shopgraph
        

コマース・小売データ・分析公開・接続可能 MCP 2025-11-25

このMCPでできること

Extracts structured product information from URLs or HTML and scores product data completeness and agent-readiness.

enrich_basic

Extract basic product attributes from a URL (name, price, brand, availability). Faster and cheaper than enrich_product. 50 free calls/month â no payment needed. Paid: $0.01 per call after free tier. Each field carries verification metadata in _shopgraph: provenance (field_method â which source/tier produced it: schema_org, llm, or hybrid), freshness (field_freshness â 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.

読み取り専用外部アクセスあり

入力スキーマ

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url'], 'properties': {'url': {'type': 'string', 'format': 'uri', 'description': 'Product page URL to extract data from'}, '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. Costs 2x credits when refresh triggers, 0.25x on cache hit."}, 'strict_confidence_threshold': {'type': 'number', 'maximum': 1, 'minimum': 0, 'description': 'Fields below this confidence will be nulled with explanation. Default: off.'}}, 'additionalProperties': False}

enrich_html

Extract product data from raw HTML you already have (no HTTP fetch needed). Ideal when using Bright Data, Firecrawl, or any scraping API â 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 â which source/tier produced it: schema_org, llm, or hybrid), freshness (field_freshness â 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.

読み取り専用外部アクセスあり

入力スキーマ

{'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}

enrich_product

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 â which source/tier produced it: schema_org, llm, or hybrid), freshness (field_freshness â 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.

読み取り専用外部アクセスあり

入力スキーマ

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url'], 'properties': {'url': {'type': 'string', 'format': 'uri', 'description': 'Product page URL to extract data from'}, '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. Costs 2x credits when refresh triggers, 0.25x on cache hit."}, 'strict_confidence_threshold': {'type': 'number', 'maximum': 1, 'minimum': 0, 'description': 'Fields below this confidence will be nulled with explanation. Default: off.'}}, 'additionalProperties': False}

score_product

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.

読み取り専用外部アクセスあり

入力スキーマ

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url'], 'properties': {'url': {'type': 'string', 'format': 'uri', 'description': 'Product page URL to extract and score'}, 'format': {'enum': ['default', 'ucp'], 'type': 'string', 'default': 'default', 'description': 'Output format. "ucp" returns UCP line_item format. Default: "default".'}, 'payment_method_id': {'type': 'string', 'description': 'Stripe payment method ID for MPP payment'}, 'strict_confidence_threshold': {'type': 'number', 'maximum': 1, 'minimum': 0, 'description': 'Fields below this confidence will be nulled with explanation. Default: off.'}}, 'additionalProperties': False}

追加

                            score_product
                        

2026年9月17日12:43

追加

                            enrich_html
                        

2026年9月17日12:43

追加

                            enrich_basic
                        

2026年9月17日12:43

追加

                            enrich_product
                        

2026年9月17日12:43

サーバー情報

バージョン

1.0.1

通信方式

Streamable HTTP

ツール

レイテンシ

1629 ms

最終スキャン

2026年10月1日2:45

初回確認

2026年9月13日2:18

エンドポイント

https://shopgraph.dev/mcp

shopgraph

このMCPでできること

ツール

最近のツール変更

類似のMCPサーバー

amazon-product-research-mcp

API Acre

Ask AI

Neonjelly

zobrx

sella

kurashigram

Keepa