MCP 서버

shopgraph

            io.github.laundromatic/shopgraph
        

커머스 및 리테일 데이터 및 분석 공개 · 연결 가능 MCP 2025-11-25

이 MCP로 할 수 있는 일

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.

읽기 전용 외부 접근 가능

입력 스키마

{'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.

읽기 전용 외부 접근 가능

입력 스키마

{'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.

읽기 전용 외부 접근 가능

입력 스키마

{'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.

읽기 전용 외부 접근 가능

입력 스키마

{'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}

추가됨

                            score_product
                        

2026년 9월 17일 12:43 PM

추가됨

                            enrich_html
                        

2026년 9월 17일 12:43 PM

추가됨

                            enrich_basic
                        

2026년 9월 17일 12:43 PM

추가됨

                            enrich_product
                        

2026년 9월 17일 12:43 PM

서버 정보

버전

1.0.1

전송 방식

Streamable HTTP

도구

지연 시간

1629 ms

마지막 스캔

2026년 10월 1일 2:45 AM

최초 확인

2026년 9월 13일 2:18 AM

엔드포인트

https://shopgraph.dev/mcp

최근 스캔

성공

2026년 10월 1일 2:45 AM

성공

2026년 9월 29일 2:52 AM

성공

2026년 9월 27일 2:45 AM

성공

2026년 9월 25일 2:52 AM

성공

2026년 9월 23일 2:43 AM

성공

2026년 9월 21일 2:51 AM

성공

2026년 9월 19일 2:42 AM

성공

2026년 9월 17일 12:43 PM

shopgraph

이 MCP로 할 수 있는 일

도구

최근 도구 변경

유사한 MCP 서버

amazon-product-research-mcp

API Acre

Ask AI

Neonjelly

zobrx

sella

kurashigram

Keepa