That SEO Agent

com.thatseoagent由 thatseoagent.com 發布官方發布者v1.5.0更新於 Oct 24, 2026

SEO analysis for sites you own: Google Search Console, GA4, PageSpeed, and full site audits.

已驗證Streamable HTTP可網頁執行效率與工作流網頁搜尋與抓取資料與分析

概覽

AI 產生的概覽

一個遠端 MCP 伺服器,讓助理透過 Google Search Console、GA4、PageSpeed Insights 與網站稽核,對自有網站進行 SEO 分析。

可以做什麼
執行涵蓋多個技術與內容面向的整站稽核,回傳可分享的報告連結,並對稽核發現的問題與未完成任務做頁面層級的任務追蹤。分析 Google Search Console 資料,找出快速見效機會、流量異常、趨勢、關鍵字自我蠶食與精選摘要機會。檢查技術 SEO,包括可檢索性、索引、canonical 標籤、robots.txt、hreflang、安全標頭與網址檢查。評估頁面 SEO、內容品質、可讀性與結構化資料,並以發佈前清單進行驗證。評估與 AI 引用相關的訊號,包括 E-E-A-T、結構化資料、檢索器存取與實體存在。使用內建提示詞執行整站稽核、尋找快速見效機會並追蹤修正進度。
適用情境
適合擁有或管理網站、希望助理讀取 Search Console 與 GA4 資料、定期執行技術與內容稽核,並把發現轉化為可追蹤任務與客戶報告的情境。特別適合跨多個網站工作的 SEO 從業人員與代理商。
執行需求
透過 streamable HTTP 存取 thatseoagent.com 的遠端伺服器,不需要本機執行環境或安裝套件。需在瀏覽器中完成 OAuth 登入,這是建議方式。不支援 OAuth 的用戶端需要向服務商取得 API 金鑰,並以 Bearer 權杖放在 Authorization 標頭中。需要能存取被分析的 Google Search Console 與 GA4 資源。
安裝前請注意
伺服器會讀取你的 Search Console 與 GA4 資料並檢查你的網站,只應授權你擁有的資源。它可以建立與更新任務及報告,會變更已儲存的資料。OAuth 權杖由用戶端保存並更新;API 金鑰屬於機密,不要貼到支援 OAuth 的用戶端中。外掛與技能是第三方套件,應用程式市集上架時並不進行安全審查。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 That SEO Agent,將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 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/com.thatseoagent%2Fseo/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。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "that-seo-agent": {
      "type": "http",
      "url": "https://thatseoagent.com/api/mcp"
    }
  }
}

README

[That SEO Agent — Skills]

[skills.sh]

That SEO Agent — Skills

SEO tools for any MCP-compatible AI agent. Connects to Google Search Console, GA4, PageSpeed Insights, and your site's technical layer via the Model Context Protocol.

Install as a plugin (Claude Code & Claude Cowork)

The fastest path. Bundles all 7 skills plus the That SEO Agent MCP server, and signs you in with OAuth in your browser — no API key to paste.

/plugin marketplace add thatseoagent/skills/plugin install thatseoagent@thatseoagent-skills

On enable, your browser opens to authenticate with That SEO Agent. Tokens are stored securely and refreshed automatically. Skills are invoked automatically by Claude, or explicitly as /thatseoagent:site-audit, /thatseoagent:gsc-insights, etc.

Install in Grok

Three different things are called Grok, and they install this differently.

grok.com (chat) — add it as a custom connector:

  1. Open grok.com/connectors
  2. New Connector → Custom
  3. Name: That SEO Agent. Server URL: https://thatseoagent.com/api/mcp — no trailing slash, and not the /oauth/authorize URL
  4. Complete the OAuth sign-in on thatseoagent.com

Then ask for it by name in a chat: "Audit example.com with That SEO Agent".

On Grok Business or Enterprise an admin has to provision the custom MCP first, from console.x.ai → Grok Business → Connectors → Other. See xAI's connector management docs.

Grok Build (CLI) — install the plugin from the marketplace once it is listed, or point Grok at the server directly today:

grok mcp add --transport http thatseoagent https://thatseoagent.com/api/mcp

Grok Build blocks a plugin's MCP server until you trust it: grok plugin install thatseoagent --trust.

Install in Cursor and Grok Bot

Once the plugin is listed on the Cursor Marketplace, install it from there. Until then, add the server as a custom remote MCP in Settings → Plugins, with the same URL:

https://thatseoagent.com/api/mcp

Grok Bot runs in the cloud, so it reaches public HTTPS servers only — there is no stdio or localhost path here, and none is needed.

Do not paste an API key into Grok or Cursor. The server speaks OAuth 2.0 with dynamic client registration, so these clients open a browser and sign you in. The sea_ key below is for clients that cannot do OAuth.

Manual MCP setup (other clients)

If you're not using the plugin, add the server to your MCP client's config:

json
{  "mcpServers": {    "thatseoagent": {      "type": "http",      "url": "https://thatseoagent.com/api/mcp",      "headers": {        "Authorization": "Bearer sea_YOUR_KEY_HERE"      }    }  }}

Get your API key at thatseoagent.com.

Built-in prompts

Three orchestration prompts are pre-loaded once the MCP is connected — no skill install required:

  • audit_site — Runs a full site audit and returns a shareable report URL.

  • find_quick_wins — Surfaces high-impact, low-effort improvements from your GSC data.

  • track_fixes — Reviews open tasks, audits the site, and creates tasks for critical issues.

Install skills individually (npx)

Prefer one skill at a time, or not using the plugin? Each skill installs standalone:

Audits & monitoring

  • site-audit — Full site audit across 18+ dimensions, shareable client reports, and page-level task management.

    npx skills add thatseoagent/skills/site-audit
  • audit-cadence — Structured 14-day monitoring cycle: traffic pulse, index health, content gaps, technical checks, and AI visibility.

    npx skills add thatseoagent/skills/audit-cadence

Search & rankings

  • gsc-insights — GSC analysis workflows: quick wins, traffic anomalies, trends, cannibalization, and featured snippet opportunities.

    npx skills add thatseoagent/skills/gsc-insights

Technical SEO

  • technical-seo — Crawlability, indexing, canonical tags, robots.txt, hreflang, security headers, and URL inspection.

    npx skills add thatseoagent/skills/technical-seo

Content

  • content-audit — On-page SEO, content quality, readability, schema detection, and structured data generation.

    npx skills add thatseoagent/skills/content-audit
  • content-checklist — Pre-publish checklist: on-page SEO, schema, content structure, copy quality, and final tool validation before going live.

    npx skills add thatseoagent/skills/content-checklist

AI visibility

  • ai-visibility — Content signals correlated with AI citation: E-E-A-T, structured data, crawler access, and entity presence. Based on peer-reviewed research — no official AI citation standard exists.

    npx skills add thatseoagent/skills/ai-visibility

Install all skills at once

npx skills add thatseoagent/skills

What this plugin is, and what reviews it

It is a thin package: seven skills plus a pointer at the That SEO Agent MCP server, which runs at thatseoagent.com and is not part of this repo. The tools it exposes are listed in the server card rather than here, so the list cannot go stale.

Marketplaces that carry it — Claude, Cursor, Grok Build — publish third-party plugins without vetting them for security. Read the manifests; they are four small JSON files and hold no secrets.


MIT License

來源:README.md,提交 8d31557

工具

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版本歷史

1
  1. v1.5.0最新Sep 16, 2026

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