SEO·AEO·GEO

app.seoaeogeo由 seoaeogeo.app 發布官方發布者v1.0.0更新於 Oct 24, 2026

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

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取開發者工具

概覽

AI 產生的概覽

遠端 MCP 伺服器，稽核公開網頁在 Google 與 AI 搜尋中的可見度，並回傳可執行的優先修復清單。

可以做什麼
  • 稽核公開頁面的 SEO、AEO 與 GEO 可見度，為檢索、可擷取性、權威性與規範性檢查評分
  • 以 AI 搜尋爬蟲身分抓取頁面並與瀏覽器請求比對，找出 robots.txt、CDN 與防火牆封鎖
  • 量測沒有 JavaScript 時可用的內容，並回報結構化資料與摘要控制項
  • 回傳修復清單，包含依優先順序排列的修復項目、對應的程式碼位置與驗證指令
  • 依報告 id 重新讀取近期稽核結果，不必重新抓取
適用情境
適合讓編碼代理檢查頁面在 Google 與 AI 問答引擎中的可見度，在分支上套用建議的程式碼修正並重新稽核驗證。也適合快速檢查 robots.txt、爬蟲存取與內容可擷取性。
執行需求
需要遠端 Streamable HTTP 端點；免費稽核不需帳號、API 金鑰或環境變數。被稽核頁面須可公開存取。稽核依連線每小時限流。
安裝前請注意
免費額度只回傳預覽，其餘修復需依網站一次性付費解鎖或訂閱 Pro。伺服器會抓取你提供的公開網址，報告保留 24 小時。稽核依連線每小時限流。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 SEO·AEO·GEO，將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/app.seoaeogeo%2Fseo-aeo-geo/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "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.

來源：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.

輸入參數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.

輸入參數report_id必填

版本歷史

1
  1. v1.0.0最新Oct 16, 2026

評分

已滿足適用檢查項的 100%

該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分