The 中文 AI 可引用性（GEO/AEO）体检 MCP server,
connected in one click.
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、观测时序追踪. Connect the official 中文 AI 可引用性（GEO/AEO）体检 MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Add 中文 AI 可引用性（GEO/AEO）体检 to your AI in one minute
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http ai-geo-aeo https://savantcat.cn/mcp-geoRun in your terminal, then restart Claude Code.
中文 AI 可引用性（GEO/AEO）体检 · https://savantcat.cn/mcp-geo
What your AI can do with 中文 AI 可引用性（GEO/AEO）体检
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “audit_cn_citability”: 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。 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、 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.”
“Use “probe_source_pool”: 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。 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 （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。 返.”
“Use “score_visibility”: 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。 输入 samples 为 JSON 字符串： {"brand":"合尘猫","domain":"savantcat.cn","baseline_negative":3,.”
“Use “plan_fixes”: 按缺口生成优先修复计划（可直接交给客户或工程执行）。 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。 返回：按权重排序的修复项、每项「为什么」「怎么补」「验收方式」。.”
How secure is the 中文 AI 可引用性（GEO/AEO）体检 MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how 中文 AI 可引用性（GEO/AEO）体检 holds up.
Official endpoint
Operated by 中文 AI 可引用性（GEO/AEO）体检 (savantcat.cn) at its documented MCP endpoint — not a third-party mirror or community re-host.
No sign-in needed
This server only exposes public data — no account and no credentials are involved when you connect.
Scanned before it goes live
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
Watched for drift
If 中文 AI 可引用性（GEO/AEO）体检 adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Connected in three steps
Connect your gate
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Pick 中文 AI 可引用性（GEO/AEO）体检
Choose 中文 AI 可引用性（GEO/AEO）体检 in the gate directory. No sign-in needed.
Use it anywhere
中文 AI 可引用性（GEO/AEO）体检's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
The actual tools 中文 AI 可引用性（GEO/AEO）体检 exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
audit_cn_citability — 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。 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、 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
probe_source_pool — 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。 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 （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。 返
score_visibility — 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。 输入 samples 为 JSON 字符串： {"brand":"合尘猫","domain":"savantcat.cn","baseline_negative":3,
plan_fixes — 按缺口生成优先修复计划（可直接交给客户或工程执行）。 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。 返回：按权重排序的修复项、每项「为什么」「怎么补」「验收方式」。
query_history — 查某个品牌/域名在**历史观测**中的时序（多次采样的轨迹）。 数据来自本工作室按周期采样的记录（写入走 CLI，服务本身只读）。 **只在同一 series（同一题集/同一口径）内纵向比较**，不同 series 的值不可直接比大小。 Args:
diff_observations — 对比某 identity 的**最近两次观测**，判定提升/退化/中性（带阈值与样本门槛说明）。 判定门槛：相对变化 >= 20% **且** 绝对变化 >= 0.05 才算"显著"（severity: rise / sharp_drop）。 样本 n < 20
list_signals — 列出**已检测到的变化信号**（visibility 提升/退化等），带生命周期（first_seen / resolved_at）。 Args: status: open（未解决，默认）/ resolved（已解决）/ all limi
Who runs the 中文 AI 可引用性（GEO/AEO）体检 MCP server?
The 中文 AI 可引用性（GEO/AEO）体检 MCP server at a glance
https://savantcat.cn/mcp-geoQuestions, answered
Is there an official 中文 AI 可引用性（GEO/AEO）体检 MCP server?
Yes — 中文 AI 可引用性（GEO/AEO）体检 operates its own remote MCP server at savantcat.cn. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
How do I connect 中文 AI 可引用性（GEO/AEO）体检 to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick 中文 AI 可引用性（GEO/AEO）体检 in the directory. No account or sign-in is needed. From then on, 中文 AI 可引用性（GEO/AEO）体检's tools are available in every client you've connected to gate.
Do I need to host anything?
No. 中文 AI 可引用性（GEO/AEO）体检 runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the 中文 AI 可引用性（GEO/AEO）体检 MCP server safe to connect?
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Is it free?
Yes — you can get started with gate for free and connect 中文 AI 可引用性（GEO/AEO）体检 in minutes. No credit card required.
Connect more than just 中文 AI 可引用性（GEO/AEO）体检
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up 中文 AI 可引用性（GEO/AEO）体检 in: Claude · Claude Code · ChatGPT · Cursor · VS Code
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