{"name":"cn.savantcat/geo-cn","slug":"savantcat-geo-cn","title":"中文 AI 可引用性（GEO/AEO）体检","description":"中文站能否被豆包/DeepSeek/文心/Kimi 抓取、读懂、引用：可引用性审计、信源池占位探测、五大指标测量、修复计划","url":"https://mcp.market/server/savantcat-geo-cn","rating":null,"grade":"A","score":87,"certified":false,"status":"active","category":"maps","tags":["maps"],"presence":{"score":23,"stars":0,"forks":0,"downloads_week":null,"last_push_at":"2026-09-19T03:16:30.000Z","license":"NOASSERTION"},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/savantcat/mcp-geo-cn","website":"https://savantcat.cn/mcp-geo.html","version":"1.0.0","remotes":[{"type":"streamable-http","url":"https://savantcat.cn/mcp-geo"}],"packages":[],"tools":[{"name":"audit_cn_citability","description":"审计一个网站/页面能否被中文 AI 搜索（豆包、DeepSeek、文心、Kimi 等）抓取、解析与引用。\n\n    一次抓取完成六层检查：可抓取（含中国爬虫矩阵与边缘层拦截实测）、可解析、可引用、\n    实体一致、分发、可信可自验；返回 0-100 分与 A-F 等级、逐项证据、优先修复清单。\n    用途场景：客户站点体检、上线前自检；传 compare_with 可做竞品对比（逐层与逐项差异）。\n    注意：只做确定性检查，不调用大模型；评分口径见 scoring_version。\n    ","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"url":{"title":"Url","type":"string"},"include_raw":{"default":false,"title":"Include Raw","type":"boolean"},"compare_with":{"default":"","title":"Compare With","type":"string"}},"required":["url"],"title":"audit_cn_citabilityArguments"}},{"name":"plan_fixes","description":"按缺口生成优先修复计划（可直接交给客户或工程执行）。\n\n    两种用法：① 传 fail_ids（逗号分隔的自查项编号，如 \"L1-3,L2-4\"）；② 传 url，工具先审计再出计划。\n    返回：按权重排序的修复项、每项「为什么」「怎么补」「验收方式」。\n    ","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"fail_ids":{"default":"","title":"Fail Ids","type":"string"},"url":{"default":"","title":"Url","type":"string"},"top":{"default":8,"title":"Top","type":"integer"}},"title":"plan_fixesArguments"}},{"name":"probe_source_pool","description":"探测一个中文问题在信源池里的实际占位分布，并判断你的品牌/域名是否在池子里。\n\n    原理：AI 答案只能引用「已进入检索池」的来源。若目标问题下主流信源被平台型站点\n    （知乎/公众号转载站/百家号/CSDN 等）占满而你不在其中，再好的站内优化也不会被引用。\n    返回：结果域名分布、平台归类、是否命中你的品牌/域名、同题竞品域名清单、建议动作。\n    参数：question 用户真实会问的问题原话；brand 品牌词（如「合尘猫」）；domain 你的域名（如 savantcat.cn）。\n    ","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"question":{"title":"Question","type":"string"},"brand":{"default":"","title":"Brand","type":"string"},"domain":{"default":"","title":"Domain","type":"string"}},"required":["question"],"title":"probe_source_poolArguments"}},{"name":"score_visibility","description":"按五大核心指标 + 语义角色分权，计算 AI 搜索可见度并输出可自验的测量报告。\n\n    输入 samples 为 JSON 字符串：\n    {\"brand\":\"合尘猫\",\"domain\":\"savantcat.cn\",\"baseline_negative\":3,\n     \"fact_points\":[\"服务范围\",\"交付周期\",\"定价方式\"],\n     \"samples\":[{\"question\":\"Q1\",\"platform\":\"DeepSeek\",\"run\":1,\"answer\":\"原文回答……\",\n                 \"role\":\"independent|joint|citation_only|none\",\n                 \"sentiment\":\"positive|neutral|negative\",\n                 \"facts\":\"accurate|partial|wrong|unverifiable\",\n                 \"facts_found\":[\"服务范围\"],\"as_of\":\"2026-09-19\"}]}\n    口径：每题建议多轮（同一问题重复 7-8 次）；role 分级对应语义角色权重；\n    返回五大指标、语义角色加权分、逐题明细与「原文摘录」（便于客户自验）。\n    verify_citations=True 时会实测 AI 回答里引用的 URL 是否真的可访问（幻觉守卫）；\n    extract_claims=True 时会把回答中的数字声明单独列出并标记为未核验。\n    ","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"samples":{"title":"Samples","type":"string"},"verify_citations":{"default":true,"title":"Verify Citations","type":"boolean"},"extract_claims":{"default":true,"title":"Extract Claims","type":"boolean"}},"required":["samples"],"title":"score_visibilityArguments"}}],"scan":{"score":87,"grade":"A","scanned_at":"2026-09-19T04:43:38.157Z","report":{"scannerVersion":"0.1.3","scannedAt":"2026-09-19T04:43:38.136Z","components":{"code":{"score":-1,"max":25,"notes":["remote-only server, no package to scan"]},"reliability":{"score":17,"max":20,"notes":["remote reachable in 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namespace"]}},"findings":[],"inputs":{"probes":[{"url":"https://savantcat.cn/mcp-geo","reachable":true,"authRequired":false,"latencyMs":4281,"serverInfo":{"name":"savantcat-geo-cn","version":""}}],"packages":[],"repo":{"found":true,"owner":"savantcat","repo":"mcp-geo-cn","archived":false,"pushedAt":"2026-09-19T03:16:30Z","stars":0,"forks":0,"openIssues":0,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/271422676?v=4","ownerCreatedAt":"2026-03-27T04:01:33Z","license":"NOASSERTION"},"icon":{"url":"https://savantcat.cn/favicon.ico","source":"site","width":64,"height":64},"presence":{"stars":0,"forks":0,"downloadsWeek":null,"license":"NOASSERTION","lastPushAt":"2026-09-19T03:16:30.000Z","score":23}}}},"grade_history":[],"reviews":[]}