{"name":"com.52choujiang/xhs-insights","slug":"52choujiang-xhs-insights","title":"SocialDataX 小红书 Xiaohongshu XHS RedNote MCP","description":"XHS hot search/suggestions、note/product search/details、PGY、comments/replies、users/posts、transcript","url":"https://mcp.market/server/52choujiang-xhs-insights","rating":null,"grade":"C","score":60,"certified":false,"status":"active","category":"ecommerce","tags":["ecommerce","search"],"presence":{"score":5,"stars":null,"forks":null,"downloads_week":null,"last_push_at":null,"license":null},"uptime":{"percent":100,"checks":1,"ok":1,"last_checked_at":"2026-09-19T15:15:42.055Z","last_ok_at":"2026-09-19T15:15:42.055Z","latency_ms":200},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":null,"website":null,"version":"0.1.12","remotes":[{"type":"streamable-http","url":"https://mcp.socialdatax.com/xhs/mcp","headers":[{"description":"Bearer API Key from SocialDataX / 社媒数据助手","isRequired":true,"isSecret":true,"name":"Authorization"}]}],"packages":[],"tools":[{"name":"socialdatax_get_points_balance","description":"查询当前 API Key 账户的 SocialDataX 积分余额、剩余积分或点数 / remaining points balance。需要充值时请访问 https://socialdatax.com/dashboard/billing。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{},"additionalProperties":false}},{"name":"xhs_get_note_comments_by_note_id","description":"根据 note_id 获取单篇小红书笔记的一级评论，支持 sort_type 评论排序和 page_token 翻页。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"note_id":{"description":"note_id 是小红书笔记 ID。已有完整 note_id 时原样使用；否则可从笔记搜索、笔记详情、评论、标签页笔记列表或用户发帖列表结果复制；不得截断、缩写、脱敏、补全、格式化、重组，也不得只传前缀。","type":"string"},"page_token":{"anyOf":[{"type":"string"},{"type":"null"}],"default":"","description":"分页令牌。首次请求留空；继续翻页时必须将上一页返回的完整 next_page_token 原样作为 page_token 传回。page_token 是不透明分页令牌；只能用于同一笔记和 sort_type 的一级评论列表，不能跨笔记或 sort_type 复用；不得修改、截断、缩写、脱敏、掩码、省略、规范化、重组或自行生成，不得用省略号替换中间内容。"},"sort_type":{"default":"default","description":"评论排序方式，可选：default（默认/综合排序）、time_descending（最新评论优先）、like_count_descending（点赞最多优先）","enum":["default","time_descending","like_count_descending"],"type":"string"}},"required":["note_id"],"additionalProperties":false}},{"name":"xhs_get_note_comments_by_note_url","description":"根据笔记链接、短链接或分享文案获取单篇小红书笔记的一级评论，支持 sort_type 评论排序和 page_token 翻页。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"note_url":{"description":"小红书笔记链接、短链接或分享文案。支持以下形式：1) 小红书笔记长链接；2) xhslink.com / xhslink.cn / xhsurl.com / xhsurl.cn 短链接；3) 包含上述任一链接的完整分享文案。","type":"string"},"page_token":{"anyOf":[{"type":"string"},{"type":"null"}],"default":"","description":"分页令牌。首次请求留空；继续翻页时必须将上一页返回的完整 next_page_token 原样作为 page_token 传回。page_token 是不透明分页令牌；只能用于同一笔记和 sort_type 的一级评论列表，不能跨笔记或 sort_type 复用；不得修改、截断、缩写、脱敏、掩码、省略、规范化、重组或自行生成，不得用省略号替换中间内容。"},"sort_type":{"default":"default","description":"评论排序方式，可选：default（默认/综合排序）、time_descending（最新评论优先）、like_count_descending（点赞最多优先）","enum":["default","time_descending","like_count_descending"],"type":"string"}},"required":["note_url"],"additionalProperties":false}},{"name":"xhs_get_note_detail_by_note_id","description":"根据 note_id 获取单篇小红书笔记详情。\n返回的 note_url 非 null 时，在任何使用场景都必须原样保留完整 URL，包括 xsec_token 等 query 参数；例如最终回答、展示、引用、存储、输出或传递；不得用 note_id 重新拼接链接；note_url 为 null 时不要用 note_id 合成公开链接。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"note_id":{"description":"note_id 是小红书笔记 ID。已有完整 note_id 时原样使用；否则可从笔记搜索、笔记详情、评论、标签页笔记列表或用户发帖列表结果复制；不得截断、缩写、脱敏、补全、格式化、重组，也不得只传前缀。","type":"string"}},"required":["note_id"],"additionalProperties":false}},{"name":"xhs_get_note_detail_by_note_url","description":"根据笔记链接、短链接或分享文案获取单篇小红书笔记详情。\n返回的 note_url 在任何使用场景都必须原样保留完整 URL，包括 xsec_token 等 query 参数；例如最终回答、展示、引用、存储、输出或传递；不得用 note_id 重新拼接链接；note_url 为 null 时不要用 note_id 合成公开链接。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"note_url":{"description":"小红书笔记链接、短链接或分享文案。支持以下形式：1) 小红书笔记长链接；2) xhslink.com / xhslink.cn / xhsurl.com / xhsurl.cn 短链接；3) 包含上述任一链接的完整分享文案。","type":"string"}},"required":["note_url"],"additionalProperties":false}},{"name":"xhs_get_note_sub_comments_by_comment_id","description":"根据 note_id 和一级评论 comment_id 获取二级评论；用户已提供完整合法的 ID 组合时直接使用；已有 note_id 或笔记链接但缺少必需 ID 时，调用对应一级评论工具补全；缺少笔记定位信息时向用户索取；支持 page_token 翻页。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"note_id":{"description":"note_id 是小红书笔记 ID。已有完整 note_id 时原样使用；否则可从笔记搜索、笔记详情、评论、标签页笔记列表或用户发帖列表结果复制；不得截断、缩写、脱敏、补全、格式化、重组，也不得只传前缀。","type":"string"},"comment_id":{"description":"一级评论 ID；用户已提供时直接使用，否则可从一级评论结果 items[].comment_id 复制；不要传二级评论项自身的 comment_id。","type":"string"},"page_token":{"anyOf":[{"type":"string"},{"type":"null"}],"default":"","description":"分页令牌。首次请求留空；继续翻页时必须将上一页返回的完整 next_page_token 原样作为 page_token 传回。page_token 是不透明分页令牌；只能用于同一 note_id 和 comment_id 的二级评论列表，不能跨笔记或一级评论复用；不得修改、截断、缩写、脱敏、掩码、省略、规范化、重组或自行生成，不得用省略号替换中间内容。"}},"required":["note_id","comment_id"],"additionalProperties":false}},{"name":"xhs_get_product_detail_by_sku_id","description":"根据小红书商品 sku_id 获取商品详情；已有该 ID 时直接使用，否则可从 xhs_search_products 获取。只有商品链接、短链接或分享文案时使用 xhs_get_product_detail_by_url；本工具不支持商品链接、spu_id 或搜索词。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"sku_id":{"description":"小红书商品 SKU ID。用户已提供时原样使用；否则从 xhs_search_products 的 items[*].sku_id 原样复制。不支持 spu_id、商品链接或搜索关键词。","type":"string"}},"required":["sku_id"],"additionalProperties":false}},{"name":"xhs_get_product_detail_by_url","description":"根据小红书商品链接、短链接或分享文案获取商品详情，无需先搜索。已有完整 sku_id 时使用 xhs_get_product_detail_by_sku_id；返回的 sku_id 可继续用于商品评价工具。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"url":{"description":"小红书商品详情链接、短链接或包含商品链接的完整分享文案。不支持笔记链接、博主主页链接、纯分享口令或搜索词。","type":"string"}},"required":["url"],"additionalProperties":false}},{"name":"xhs_get_product_review_replies","description":"根据一级商品评价 review_id 获取其下回复；已有该 ID 时直接使用，否则可从 xhs_get_product_reviews 获取；支持 page_token 翻页。继续翻页时必须将返回的完整 next_page_token 原样作为 page_token 传回，不得截断、缩写、掩码或用省略号替换中间内容；不接受 root_review_id。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"review_id":{"description":"一级商品评价 ID。用户已提供时原样使用；否则从 xhs_get_product_reviews 的 items[*].review_id 原样复制。不要传 root_review_id。","type":"string"},"page_token":{"default":"","description":"商品评价回复分页令牌。首次请求留空；续页时将上一页返回的完整 next_page_token 原样传回。令牌只绑定同一一级评价和调用方，不能跨链路复用。","type":"string"}},"required":["review_id"],"additionalProperties":false}},{"name":"xhs_get_product_reviews","description":"根据小红书商品 sku_id 获取商品评价；已有该 ID 时直接使用，否则可从 xhs_search_products 获取；支持 sort_type、has_image 和 page_token 翻页。继续翻页时必须将返回的完整 next_page_token 原样作为 page_token 传回，不得截断、缩写、掩码或用省略号替换中间内容；不支持商品链接、spu_id 或搜索词。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"sku_id":{"description":"小红书商品 SKU ID。用户已提供时原样使用；否则从 xhs_search_products 的 items[*].sku_id 原样复制。不支持 spu_id、商品链接或搜索关键词。","type":"string"},"page_token":{"default":"","description":"商品评价分页令牌。首次请求留空；继续翻页时必须将上一页返回的完整 next_page_token 原样作为 page_token 传回。page_token 只能用于同一商品 SKU、排序、图片筛选和调用方的商品评价链路；不得修改、截断、缩写、脱敏、掩码、省略、规范化、重组或自行生成，不得用省略号替换中间内容。","type":"string"},"sort_type":{"default":"general","description":"商品评价排序方式，可选：general（综合，默认）、time_descending（最新评价优先）","enum":["general","time_descending"],"type":"string"},"has_image":{"default":false,"description":"是否只返回带图片的商品评价","type":"boolean"}},"required":["sku_id"],"additionalProperties":false}},{"name":"xhs_get_search_hot_list","description":"获取小红书搜索热榜。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{},"additionalProperties":false}},{"name":"xhs_get_topic_notes_by_page_id","description":"根据 page_id 获取标签页笔记列表，支持 sort_type 排序和 page_token 翻页。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"page_id":{"description":"小红书标签页 page_id。","type":"string"},"page_token":{"default":"","description":"分页令牌。首次请求留空；继续翻页时必须将上一页返回的完整 next_page_token 原样作为 page_token 传回。page_token 是不透明分页令牌，只绑定当前标签页和排序链路，不能跨 page_id 或排序复用；不得修改、截断、缩写、脱敏、掩码、省略、规范化、重组或自行生成，不得用省略号替换中间内容。","type":"string"},"sort_type":{"default":"hot","description":"标签页笔记排序方式，可选：hot（最热，默认）、time_descending（最新）","enum":["hot","time_descending"],"type":"string"}},"required":["page_id"],"additionalProperties":false}},{"name":"xhs_get_topic_notes_by_topic_url","description":"根据话题页链接、短链接或分享文案获取标签页笔记列表，支持 sort_type 排序和 page_token 翻页。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"topic_url":{"description":"小红书话题页链接、短链接或分享文案。支持以下形式：1) xiaohongshu.com/topic/normal/... 话题页长链；2) xhslink.com / xhslink.cn / xhsurl.com / xhsurl.cn 短链接；3) 包含上述任一链接的完整分享文案。","type":"string"},"page_token":{"default":"","description":"分页令牌。首次请求留空；继续翻页时必须将上一页返回的完整 next_page_token 原样作为 page_token 传回。page_token 是不透明分页令牌，只绑定当前标签页和排序链路，不能跨 page_id 或排序复用；不得修改、截断、缩写、脱敏、掩码、省略、规范化、重组或自行生成，不得用省略号替换中间内容。","type":"string"},"sort_type":{"default":"hot","description":"标签页笔记排序方式，可选：hot（最热，默认）、time_descending（最新）","enum":["hot","time_descending"],"type":"string"}},"required":["topic_url"],"additionalProperties":false}},{"name":"xhs_get_user_info_by_profile_url","description":"根据主页链接、短链接或分享文案获取单个小红书用户信息。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"profile_url":{"description":"小红书主页链接、短链接或分享文案。支持以下形式：1) xiaohongshu.com/user/profile/... 主页长链；2) xhslink.com / xhslink.cn / xhsurl.com / xhsurl.cn 短链接；3) 包含上述任一链接的完整分享文案。请传主页链接，不要传笔记链接。","type":"string"}},"required":["profile_url"],"additionalProperties":false}},{"name":"xhs_get_user_info_by_user_id","description":"根据 user_id 获取单个小红书用户信息。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"user_id":{"description":"小红书用户 user_id。用户已提供时原样使用；否则可从笔记搜索、商品评价、商品评价回复、笔记详情、标签页笔记列表、用户信息或用户发帖列表结果中的 user_id/author.user_id 复制；如果只有主页链接，请使用 profile_url 入口；不要传小红书号、昵称或主页名称。","type":"string"}},"required":["user_id"],"additionalProperties":false}},{"name":"xhs_get_user_posted_notes_by_profile_url","description":"根据主页链接、短链接或分享文案获取用户已发布笔记列表，支持 page_token 翻页。","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"profile_url":{"description":"小红书主页链接、短链接或分享文案。支持以下形式：1) xiaohongshu.com/user/profile/... 主页长链；2) xhslink.com / xhslink.cn / xhsurl.com / xhsurl.cn 短链接；3) 包含上述任一链接的完整分享文案。请传主页链接，不要传笔记链接。","type":"string"},"page_token":{"anyOf":[{"type":"string"},{"type":"null"}],"default":"","description":"分页令牌。首次请求留空；继续翻页时必须将上一页返回的完整 next_page_token 原样作为 page_token 传回。page_token 是不透明分页令牌；只能用于同一用户的发帖列表，不能跨用户复用；不得修改、截断、缩写、脱敏、掩码、省略、规范化、重组或自行生成，不得用省略号替换中间内容。"}},"required":["profile_url"],"additionalProperties":false}},{"name":"xhs_get_user_posted_notes_by_user_id","description":"根据 user_id 获取用户已发布笔记列表，支持 page_token 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