SEO·AEO·GEO

app.seoaeogeo由 seoaeogeo.app 发布官方发布者v1.0.0更新于 Oct 24, 2026

Audit a page for Google and AI search (ChatGPT, Claude, Perplexity); get a fix pack to apply.

已验证Streamable HTTP可网页运行网页搜索与抓取开发者工具

概览

AI 生成的概览

远程 MCP 服务器，审计公开网页在 Google 与 AI 搜索中的可见性，并返回可执行的优先修复清单。

可以做什么
  • 审计公开页面的 SEO、AEO 与 GEO 可见性，对抓取、可提取性、权威性与规范性检查打分
  • 以 AI 搜索爬虫身份抓取页面并与浏览器请求对比，发现 robots.txt、CDN 与防火墙拦截
  • 测量无 JavaScript 时可用的内容，并报告结构化数据与摘要控制项
  • 返回修复清单，含按优先级排列的修复项、对应代码位置与验证命令
  • 按报告 id 重新读取近期审计结果，无需重新抓取
适用场景
适合让编码代理检查页面在 Google 与 AI 问答引擎中的可见性，在分支上应用建议的代码修复并重新审计验证。也适合快速检查 robots.txt、爬虫访问与内容可提取性。
运行要求
需要远程 Streamable HTTP 端点；免费审计无需账号、API 密钥或环境变量。被审计页面须可公开访问。审计按连接每小时限流。
安装前请注意
免费额度只返回预览，其余修复需按站点一次性付费解锁或订阅 Pro。服务器会抓取你提供的公开网址，报告保留 24 小时。审计按连接每小时限流。

安装

在 SourceWeft 中

  1. 打开 控制台中的 SEO·AEO·GEO，将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/app.seoaeogeo%2Fseo-aeo-geo/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "seo-aeo-geo": {
      "type": "http",
      "url": "https://seoaeogeo.app/mcp"
    }
  }
}

README

SEO·AEO·GEO MCP server

Give your coding agent an SEO, AEO and GEO audit it can act on. One remote MCP server audits any public page the way Google and the AI search crawlers see it, and returns a fix pack: the fixes in priority order, where each one lives in your codebase, and a command to verify it. Your agent applies the code fixes on a branch, lists the settings you need to change, and re-runs the audit to prove they worked.

Add it

Claude Code

bash
claude mcp add --transport http seoaeogeo https://seoaeogeo.app/mcp

Cursor (.cursor/mcp.json) · VS Code (.vscode/mcp.json)

json
{  "mcpServers": {    "seoaeogeo": { "url": "https://seoaeogeo.app/mcp" }  }}

Codex (~/.codex/config.toml)

toml
[mcp_servers.seoaeogeo]url = "https://seoaeogeo.app/mcp"

Claude Code skill (audit, fix on a branch, re-check)

bash
npx skills add aispiringcoder4302/seo-aeo-geo-mcp

Or clone this repo: .mcp.json at the root connects any MCP client that reads it.

Then ask:

Audit https://your-site.com with seoaeogeo, fix what you can in this repo on a new branch, and tell me which settings I need to change.

Tools

ToolWhat it does
audit_urlAudits one public page in 10–30 s. Reads robots.txt per crawler, requests the page as OAI-SearchBot, Claude-SearchBot and PerplexityBot and compares each with a browser request (CDN and firewall blocks), measures content without JavaScript, and scores extractability and trust signals. Returns the score, every check's result, the fix pack and structured data.
get_reportReturns an audit from the last 24 hours by id, so the agent can re-read the fixes without re-running the crawl.

What the audit checks

58 checks across four groups, each graded by the strength of the evidence behind it (methodology):

  • Retrieval: page fetch, indexability, robots.txt rules per AI crawler, CDN and firewall blocks, raw-HTML visibility, snippet controls, HTTPS, soft 404, canonical, load time
  • Extractability: answer-first writing, semantic HTML, headings, specificity, passage structure
  • Authority: authorship, dates and freshness, About and Contact pages, entity signals, sources
  • Hygiene: sitemap, internal links, metadata, alt text, Open Graph

llms.txt and schema types are reported but score zero: no controlled study shows they change which pages AI answers cite, and Google says it needs neither.

Example output (trimmed)

text
SEO·AEO·GEO audit of https://example.com/: 64/100 (grade D).Retrieval 64/67 · Extractability 7/26 · Authority 6/18 · Hygiene 2/1315 issues to fix. Full report: https://seoaeogeo.app/report/…
# Fix pack for example.com## Fixes in the codebase (3)### 1. Answer first: fail (5 pts)**Found:** …   **Change:** …   **Where:** …   **Verify:** …## Needs a human: settings outside the codebase…

Free vs paid

The MCP server returns the same free preview as the website: the score, every check's result and the full fix for the top issues. The remaining fixes are in the full report, unlocked for one site for $9 / ₹499 once (no subscription), or for every site with Pro. Audits are limited per connection per hour.

Claude Code skill

skills/seo-aeo-geo-audit/SKILL.md teaches Claude Code the audit → fix → verify loop. Copy the folder into ~/.claude/skills/ (or your project's .claude/skills/).

Privacy

The audit fetches only the public URL you give it. Reports are kept for 24 hours. No account is needed for the free audit. See the privacy policy.

License

MIT for the files in this repository. The hosted service is governed by its terms.

来源：README.md，提交 d011800

工具

2

audit_url

Audit a page for Google and AI search

Audit one public web page for visibility in Google, AI Overviews, ChatGPT, Claude and Perplexity. Fetches the page as the AI search crawlers (OAI-SearchBot, Claude-SearchBot, PerplexityBot) to catch robots.txt, CDN and firewall blocks, checks how much content exists without JavaScript, and scores extractability and trust signals. Returns the score, every check's result and a fix pack: the fixes in priority order with where each lives in a codebase and a command to verify it. Takes 10–30 seconds.

输入参数url必填

get_report

Get an earlier audit

Return the summary and fix pack of an audit run in the last 24 hours, by its report id.

输入参数report_id必填

版本历史

1
  1. v1.0.0最新Oct 16, 2026

评分

已满足适用检查项的 100%

该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分