此 MCP 可以做什么
Searches indexed Almirall brand and product content, retrieves source pages and media assets, and supports product comparisons and content-based question answering.
功能
工具
11
工具
compare_content
Compare Content
Compare two or more named items, product formats, ranges, topics, or alternatives using indexed website content. Use this when the user asks for differences, similarities, pros/cons, or when to choose one option versus another, for example comparing Almax formats or Physiorelax ranges. Returns grouped evidence for each item so the client can build a grounded comparison.
只读
输入模式
{'type': 'object', 'required': ['items'], 'properties': {'items': {'type': 'array', 'items': {'type': 'string'}, 'maxItems': 5, 'minItems': 2, 'description': 'Names of the items or topics to compare.'}, 'query': {'type': 'string', 'description': 'Optional comparison context, such as ingredients, benefits, usage, format, contraindications, or when to choose each option.'}, 'domain': {'type': 'string', 'description': 'Optional domain filter, for example physio-relax.de.'}, 'sourceId': {'type': 'string', 'description': 'Optional crawler source id, for example physio-relax-de.'}, 'topPerItem': {'type': 'integer', 'maximum': 10, 'minimum': 1, 'description': 'Maximum number of search results to keep per item. Defaults to 3.'}, 'userLocation': {'type': 'object', 'properties': {'city': {'type': 'string', 'description': 'City when available.'}, 'region': {'type': 'string', 'description': 'Region or state when available.'}, 'country': {'type': 'string', 'description': 'ISO country code when available, for example ES.'}, 'timezone': {'type': 'string', 'description': 'IANA timezone when available, for example Europe/Madrid.'}}, 'description': 'Optional approximate user location. Include only if the client or user has explicitly made it available; do not infer or guess it.'}}}
find_content_assets
Find Content Assets
Extract image/media asset URLs from indexed markdown text. Use only when the user asks for product images, media files, visual assets, screenshots, WordPress uploads, or image evidence. For textual questions about extracted page content, use search_content instead. Returns asset URLs plus the real page URL where each asset appeared.
只读
输入模式
{'type': 'object', 'properties': {'top': {'type': 'integer', 'maximum': 30, 'minimum': 1, 'description': 'Maximum number of chunks to inspect for assets. Defaults to at least 10.'}, 'url': {'type': 'string', 'description': 'Optional exact crawled page URL filter.'}, 'query': {'type': 'string', 'description': 'Optional topic, product, filename, or asset context to search before extracting assets. Defaults to image/product-oriented search.'}, 'domain': {'type': 'string', 'description': 'Optional exact domain filter, for example physio-relax.de.'}, 'sourceId': {'type': 'string', 'description': 'Optional crawler source id, for example physio-relax-de.'}, 'userLocation': {'type': 'object', 'properties': {'city': {'type': 'string', 'description': 'City when available.'}, 'region': {'type': 'string', 'description': 'Region or state when available.'}, 'country': {'type': 'string', 'description': 'ISO country code when available, for example ES.'}, 'timezone': {'type': 'string', 'description': 'IANA timezone when available, for example Europe/Madrid.'}}, 'description': 'Optional approximate user location. Include only if the client or user has explicitly made it available; do not infer or guess it.'}}}
find_pages_by_title
Find Pages by Title
Resolve the most relevant indexed pages by approximate title match before doing a narrower content search. Use this when the user mentions a brand, product family, or page-like concept but not a domain or URL, and you want to identify the right page first without requiring an exact title match.
只读
输入模式
{'type': 'object', 'required': ['titleQuery'], 'properties': {'top': {'type': 'integer', 'maximum': 20, 'minimum': 1, 'description': 'Maximum number of candidate pages to return. Defaults to 10.'}, 'domain': {'type': 'string', 'description': 'Optional domain filter to narrow title matching.'}, 'sourceId': {'type': 'string', 'description': 'Optional crawler source id to narrow title matching.'}, 'titleQuery': {'type': 'string', 'description': 'Brand, product, or page title hint to match approximately against indexed page titles.'}, 'userLocation': {'type': 'object', 'properties': {'city': {'type': 'string', 'description': 'City when available.'}, 'region': {'type': 'string', 'description': 'Region or state when available.'}, 'country': {'type': 'string', 'description': 'ISO country code when available, for example ES.'}, 'timezone': {'type': 'string', 'description': 'IANA timezone when available, for example Europe/Madrid.'}}, 'description': 'Optional approximate user location. Include only if the client or user has explicitly made it available; do not infer or guess it.'}}}
find_product_mentions
Find Product Mentions
Specialized product extraction tool. Use when the user specifically asks what products a crawled brand/site offers, asks for catalog items, variants, product ranges, formulations, product benefits, ingredients by product, or where product claims appear. If the user is asking a general content question rather than enumerating products, use search_content instead. sourceId and domain are optional filters; if you need to discover the right indexed source before narrowing, use list_sources. Returns grouped product mentions with evidence snippets and real page URLs.
只读
输入模式
{'type': 'object', 'required': ['query'], 'properties': {'top': {'type': 'integer', 'maximum': 30, 'minimum': 1, 'description': 'Maximum number of search results to inspect for product mentions. Defaults to at least 8.'}, 'query': {'type': 'string', 'description': 'Natural-language query describing the product, brand, category, or benefit to detect.'}, 'domain': {'type': 'string', 'description': 'Optional domain filter, for example physio-relax.de.'}, 'sourceId': {'type': 'string', 'description': 'Optional crawler source id, for example physio-relax-de.'}, 'productHint': {'type': 'string', 'description': 'Optional known product or brand name to bias extraction and grouping.'}, 'userLocation': {'type': 'object', 'properties': {'city': {'type': 'string', 'description': 'City when available.'}, 'region': {'type': 'string', 'description': 'Region or state when available.'}, 'country': {'type': 'string', 'description': 'ISO country code when available, for example ES.'}, 'timezone': {'type': 'string', 'description': 'IANA timezone when available, for example Europe/Madrid.'}}, 'description': 'Optional approximate user location. Include only if the client or user has explicitly made it available; do not infer or guess it.'}}}
get_chunk
Get Chunk
Retrieve one concrete indexed chunk by uid, or by documentId plus chunkIndex. Optionally returns adjacent chunks from the same document for context.
只读
输入模式
{'type': 'object', 'properties': {'uid': {'type': 'string', 'description': 'Exact Azure Search uid for the chunk.'}, 'chunkIndex': {'type': 'integer', 'minimum': 0, 'description': 'Chunk index inside the document.'}, 'documentId': {'type': 'string', 'description': 'Document id. Required when looking up by chunkIndex.'}, 'contextAfter': {'type': 'integer', 'maximum': 5, 'minimum': 0, 'description': 'Number of following chunks to include. Defaults to 0.'}, 'userLocation': {'type': 'object', 'properties': {'city': {'type': 'string', 'description': 'City when available.'}, 'region': {'type': 'string', 'description': 'Region or state when available.'}, 'country': {'type': 'string', 'description': 'ISO country code when available, for example ES.'}, 'timezone': {'type': 'string', 'description': 'IANA timezone when available, for example Europe/Madrid.'}}, 'description': 'Optional approximate user location. Include only if the client or user has explicitly made it available; do not infer or guess it.'}, 'contextBefore': {'type': 'integer', 'maximum': 5, 'minimum': 0, 'description': 'Number of previous chunks to include. Defaults to 0.'}}}
get_page
Get Page
Reconstruct a page by documentId or url. Returns chunks ordered by chunkIndex plus a compact heading structure.
只读
输入模式
{'type': 'object', 'properties': {'top': {'type': 'integer', 'maximum': 30, 'minimum': 1, 'description': 'Maximum chunks to return. Defaults to 30.'}, 'url': {'type': 'string', 'description': 'Exact crawled page URL to reconstruct.'}, 'domain': {'type': 'string', 'description': 'Optional exact domain filter, for example physio-relax.de.'}, 'sourceId': {'type': 'string', 'description': 'Optional source id filter, for example physio-relax-de.'}, 'documentId': {'type': 'string', 'description': 'Document id to reconstruct.'}, 'userLocation': {'type': 'object', 'properties': {'city': {'type': 'string', 'description': 'City when available.'}, 'region': {'type': 'string', 'description': 'Region or state when available.'}, 'country': {'type': 'string', 'description': 'ISO country code when available, for example ES.'}, 'timezone': {'type': 'string', 'description': 'IANA timezone when available, for example Europe/Madrid.'}}, 'description': 'Optional approximate user location. Include only if the client or user has explicitly made it available; do not infer or guess it.'}}}
get_source_map
Get Source Map
Build a navigable map of an indexed source or domain with pages, documents, headings, and chunk ranges.
只读
输入模式
{'type': 'object', 'properties': {'top': {'type': 'integer', 'maximum': 30, 'minimum': 1, 'description': 'Maximum chunks to inspect for the map. Defaults to 30.'}, 'url': {'type': 'string', 'description': 'Optional exact page URL filter.'}, 'domain': {'type': 'string', 'description': 'Optional exact domain filter, for example physio-relax.de.'}, 'sourceId': {'type': 'string', 'description': 'Optional crawler source id, for example physio-relax-de.'}, 'documentId': {'type': 'string', 'description': 'Optional document id filter.'}, 'userLocation': {'type': 'object', 'properties': {'city': {'type': 'string', 'description': 'City when available.'}, 'region': {'type': 'string', 'description': 'Region or state when available.'}, 'country': {'type': 'string', 'description': 'ISO country code when available, for example ES.'}, 'timezone': {'type': 'string', 'description': 'IANA timezone when available, for example Europe/Madrid.'}}, 'description': 'Optional approximate user location. Include only if the client or user has explicitly made it available; do not infer or guess it.'}}}
list_pages
List Pages
List indexed pages available within a sourceId or domain. Use this to discover which page URLs/documents exist before requesting a full page.
只读
输入模式
{'type': 'object', 'properties': {'top': {'type': 'integer', 'maximum': 30, 'minimum': 1, 'description': 'Maximum chunks to inspect for page discovery. Defaults to 30.'}, 'query': {'type': 'string', 'description': 'Optional search query to narrow page discovery. Use * or omit for broad discovery.'}, 'domain': {'type': 'string', 'description': 'Optional exact domain filter, for example physio-relax.de.'}, 'sourceId': {'type': 'string', 'description': 'Optional crawler source id, for example physio-relax-de.'}, 'userLocation': {'type': 'object', 'properties': {'city': {'type': 'string', 'description': 'City when available.'}, 'region': {'type': 'string', 'description': 'Region or state when available.'}, 'country': {'type': 'string', 'description': 'ISO country code when available, for example ES.'}, 'timezone': {'type': 'string', 'description': 'IANA timezone when available, for example Europe/Madrid.'}}, 'description': 'Optional approximate user location. Include only if the client or user has explicitly made it available; do not infer or guess it.'}}}
list_sources
List Sources
Discovery tool for indexed brands, sites, and domains. Use this when you need to discover or disambiguate which indexed domain/sourceId corresponds to a brand or product name, especially if an initial broad search needs narrowing. search_content does not require domain or sourceId, so prefer calling list_sources as an optional discovery step rather than as a mandatory prerequisite. It helps determine whether this MCP has a relevant indexed source and which domain or sourceId to pass into search_content or other tools.
只读
输入模式
{'type': 'object', 'properties': {'top': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum chunks to inspect for source discovery. Defaults to 30.'}, 'skip': {'type': 'integer', 'minimum': 0, 'description': 'Number of matching chunks to skip before collecting the next page of sources. Defaults to 0.'}, 'query': {'type': 'string', 'description': 'Optional query to list sources related to a topic. Use * or omit for broad source discovery.'}, 'domain': {'type': 'string', 'description': 'Optional domain filter, for example physio-relax.de.'}, 'sourceId': {'type': 'string', 'description': 'Optional crawler source id, for example physio-relax-de.'}, 'userLocation': {'type': 'object', 'properties': {'city': {'type': 'string', 'description': 'City when available.'}, 'region': {'type': 'string', 'description': 'Region or state when available.'}, 'country': {'type': 'string', 'description': 'ISO country code when available, for example ES.'}, 'timezone': {'type': 'string', 'description': 'IANA timezone when available, for example Europe/Madrid.'}}, 'description': 'Optional approximate user location. Include only if the client or user has explicitly made it available; do not infer or guess it.'}}}
match_almax_prompt
Match Almax Prompt
Classify a Spanish prompt or phrase related to Almax into the closest editorial intent from the corpus. Use this when the client needs to detect which predefined Almax topic a user sentence matches before routing to another tool or template.
只读
输入模式
{'type': 'object', 'required': ['text'], 'properties': {'text': {'type': 'string', 'description': 'Phrase, prompt, or user text to classify.'}}}
search_content
Search Content
Primary tool for answering natural-language questions over indexed website and landing-page content. Use this whenever the user asks what a brand, product, or site says about ingredients, plant extracts, composition, contraindications, usage, benefits, claims, FAQs, or evidence. This includes questions that only mention a brand or product name, for example 'What ingredients or plant extracts does Physio Relax mention?'. Call this tool directly with the question even if domain or sourceId are unknown; those fields are optional narrowing filters, not required inputs. If you need to discover or disambiguate the indexed domain or sourceId for a second narrowed call, use list_sources. Searches content with keyword, semantic, and vector search, and can filter by domain, url, sourceId, or documentId. If no search results are found, show the noResultsMessage to the user before returning any other response.
只读
输入模式
{'type': 'object', 'required': ['query'], 'properties': {'top': {'type': 'integer', 'maximum': 30, 'minimum': 1, 'description': 'Maximum number of search results to return. Defaults to the server setting.'}, 'url': {'type': 'string', 'description': 'Optional exact crawled page URL filter.'}, 'query': {'type': 'string', 'description': 'Natural-language question or keywords to search in crawled website content.'}, 'domain': {'type': 'string', 'description': 'Optional exact domain filter, for example physio-relax.de.'}, 'sourceId': {'type': 'string', 'description': 'Optional crawler source id, for example physio-relax-de.'}, 'documentId': {'type': 'string', 'description': 'Optional crawler document id to restrict results to one indexed page/document.'}, 'userLocation': {'type': 'object', 'properties': {'city': {'type': 'string', 'description': 'City when available.'}, 'region': {'type': 'string', 'description': 'Region or state when available.'}, 'country': {'type': 'string', 'description': 'ISO country code when available, for example ES.'}, 'timezone': {'type': 'string', 'description': 'IANA timezone when available, for example Europe/Madrid.'}}, 'description': 'Optional approximate user location. Include only if the client or user has explicitly made it available; do not infer or guess it.'}}}
历史
近期工具变更
已更改
search_content
2026年10月1日 02:52
已添加
match_almax_prompt
2026年9月17日 12:33
已添加
find_content_assets
2026年9月17日 12:33
已添加
find_product_mentions
2026年9月17日 12:33
已添加
compare_content
2026年9月17日 12:33
已添加
find_pages_by_title
2026年9月17日 12:33
已添加
list_sources
2026年9月17日 12:33
已添加
list_pages
2026年9月17日 12:33
已添加
get_source_map
2026年9月17日 12:33
已添加
get_page
2026年9月17日 12:33
已添加
get_chunk
2026年9月17日 12:33
已添加
search_content
2026年9月17日 12:33
发现
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