SEO Skill

Name: SEO Skill
Author: iannuttall

作者：iannuttall版本 0.5.0i★ –i电脑或云端

注册名称dev.seoskill/seo

安装

概览

作者提供的说明（英文原文）

Free Google Search Console MCP: your real GSC, Google Analytics and keyword data for AI agents.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数：意见、测量和人气是不同的东西。

用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
我们的基础检查i1 项中通过 0 项依据公开信息检查；尚未扫描代码
使用情况i尚未统计★ –

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

连接方式: 电脑或云端
传输方式: stdio, Streamable HTTP
分类: 营销与社交媒体

安装

选择你使用的 AI 应用，然后复制设置。

安装之前

基础检查：1 项中通过 0 项
在作者的服务器上运行：你向它提出的内容会经过他们的服务器。
注册中心没有列出需要填写的密钥。

你需要

在云端运行无需安装任何东西，通过互联网连接
npm已安装 Node.js（用于 npx 命令）

你用的是哪个应用？

ClaudeClaude CodeCursorVS CodeChatGPT

在上方选择你的应用。我们会记住它，下次按钮会显示“安装到 …”。

适用于网页版、桌面版和手机版 Claude：

打开 Settings → Connectors
点击 Add custom connector
粘贴下面的地址，然后点击 Add
如果要求登录，请登录作者的服务

https://seoskill.dev/mcp

或者在你的电脑上运行

打开 Claude Desktop → Settings → Developer → Edit Config，把下面的内容粘贴到 claude_desktop_config.json

{
  "mcpServers": {
    "seo": {
      "command": "npx",
      "args": [
        "-y",
        "seo",
        "mcp",
        "serve"
      ]
    }
  }
}

在终端中运行这条命令

claude mcp add --transport http seo https://seoskill.dev/mcp

或者在你的电脑上运行

claude mcp add seo -- npx -y seo mcp serve

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json，或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "seo": {
      "url": "https://seoskill.dev/mcp"
    }
  }
}

或者在你的电脑上运行

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json，或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "seo": {
      "command": "npx",
      "args": [
        "-y",
        "seo",
        "mcp",
        "serve"
      ]
    }
  }
}

浏览器会先询问是否打开应用，然后应用会显示设置并请你确认。密钥的值会留空，由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "seo": {
      "type": "http",
      "url": "https://seoskill.dev/mcp"
    }
  }
}

或者在你的电脑上运行

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "seo": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "seo",
        "mcp",
        "serve"
      ]
    }
  }
}

浏览器会先询问是否打开应用，然后应用会显示设置并请你确认。密钥的值会留空，由你自己填写。

ChatGPT 只能连接互联网上的服务器：

打开网页版 ChatGPT → Settings → Connectors (Apps)
点击 Create 或 Add（部分套餐需要先在 Advanced 中开启 Developer mode）
粘贴下面的地址，起个名字，然后保存
如果要求登录，请登录作者的服务

https://seoskill.dev/mcp

菜单名称可能因套餐和版本不同而略有差异。

你的选择通过 Cookie 保存在这台设备上，无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同，请以 README 为准。

它能做什么

我们还没有读取这个服务器的工具列表；我们会轮流检查各个端点。

基础检查i

我们检查的是任何人都能看到的信息；我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日

! 注意
作者与仓库一致
发布者（seoskill.dev）不是仓库所有者（iannuttall）；可能是其他人代为上架的
… 尚未检查
仍在维护
我们还没有从 GitHub 读取这个仓库
… 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
… 尚未检查
端点有响应
尚未检查；我们会轮流检查各个端点
… 尚未检查
使用 OAuth 登录
尚未检查；我们会轮流检查各个端点
… 尚未检查
工具描述中没有隐藏指令
尚未检查；我们会在检查端点时读取工具列表

与“营销与社交媒体”中的其他服务器比较i

星标数多于此分类中其他 2966 个服务器的 0%
发布到注册中心的时间比此分类中其他 2966 个服务器的 59% 更新
基础检查结果等于或优于此分类中其他 2966 个服务器的 41%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时，星标数才计入。

常见问题

SEO Skill 安全吗？

它在 1 项适用的基础检查中通过了 0 项。我们没有阅读代码。在添加密钥或令牌之前，请先看看这个服务器要求哪些权限，并使用只具备所需权限的密钥。

它需要哪些密钥或代码？

注册中心没有列出必需的密钥，不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端？

两种方式都可以：安装在你的电脑上，或者连接云端版本。

它还在维护吗？

GitHub 仓库最后更新于–，最新版本（0.5.0）于21天前进入注册中心。

哪些应用可以使用它？

支持 MCP 的应用，例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接，所以接受远程 MCP 服务器的应用也可以使用，例如开启开发者模式的 ChatGPT。

有什么可以替代它？

同一分类中有：MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer

替代选择

同一分类中其他作者的服务器，按星标数排序。

如何看卡片：★ GitHub 星标i三大支柱：评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

MCP YouTube Transcript

作者：jkawamoto

An MCP server retrieving transcripts of YouTube videos

在你的电脑上运行★ 495MIT9天前更新

安装

Google Analytics MCP

作者：surendranb

GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.

在你的电脑上运行★ 244MIT9天前更新

安装

BibiGPT YouTube Video Summarizer

作者：JimmyLv

AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.

在云端运行★ 137MIT10天前更新

安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

SEO For Agent-Native Teams

The SEO data I give my agents every day, so they work from my real numbers instead of guessing.

Most AI SEO tools do one of two things. They hand your agent a checklist of generic advice, or they feed it estimates from a keyword tool that has never seen your site. Either way you end up with the same pages everyone else is publishing. Pages written from a keyword list aren't SEO. They're slop.

This works the other way round. It's a Google Search Console MCP server and CLI, and it doesn't tell your agent what to do. It gives it the facts: your clicks, impressions and positions from Search Console, your visits from Google Analytics or Clicky, your Bing data, the dates of Google updates, and a crawl of your site. Your agent works out what matters, and you decide what changes.

It's free and open source. Hack around with it. Make it your own.

Installation (30-second setup)

1. Connect it to your agent

Claude Code

claude mcp add --transport http seoskill https://seoskill.dev/mcp

Codex

codex mcp add seoskill --url https://seoskill.dev/mcp

Any other agent

Add https://seoskill.dev/mcp as a remote MCP server. Cursor, Claude Desktop, VS Code and most other agents support it.

The CLI (for crawls and Bing, which run on your machine)

npm i -g seo

seo start

seo start signs you in, connects your agents and installs the skill.

2. Sign in with Google

Your agent opens a Google sign-in. Pick the account that can see your Search Console. That's your account. There's no password and no signup form.

3. Ask it something real

Why did clicks drop on example.com last month?

That's it. You're ready to go.

What you can ask it

"Why did clicks drop last month? Was it the core update?"
"Which pages are close to page one, and what do they rank for?"
"Is this page indexed? If not, why not?"
"Which searches does this page show up for that it never mentions?"
"Can ChatGPT, Claude and Perplexity read my site?"
"Who am I up against in search, and is there demand for a 'vs' or alternatives page?"

Your agent picks the commands, reads the results and shows you what it found.

Why it exists

I built this because agents kept failing at SEO in the same few ways.

#1: The agent makes things up

The problem. Ask an agent why your traffic dropped and you get a tidy list of possible causes. Algorithm update, technical issues, content quality. None of it comes from your site, so none of it helps.

The fix is to give it your numbers:

seo report shows your totals against the last period, the pages and queries that moved, and the places worth a look: quick wins, low click-through rates, pages stuck on page two, decay and cannibalization.
seo compare lines up the weeks before and after a date, with the Google updates in between.

#2: Keyword tools are guessing too

The problem. Ahrefs and Semrush estimate your traffic from a sample. They miss most of the long tail, and they rarely agree with each other.

The fix is to start from your own data. Search Console is the source of truth for Google. When you do need keyword volumes or competitor data, seo research uses your own DataForSEO or Ahrefs key, and it keeps those estimates apart from your real numbers.

#3: The agent says it's fixed when it isn't

The problem. Agents trust their own edits. Then you find the page is still noindexed, still redirecting, or still not in Google.

The fix is to check the live site:

seo page loads one URL and asks Google whether it's indexed.
seo index checks every page that lost its clicks.
seo crawl checks the whole site, including what AI agents can read.

#4: Too many reports

The problem. SEO tools love reports. The first version of this had about 70 of them, and almost nobody used most of them.

The fix was to cut it down to a handful of commands. Each one takes a site or a URL, and dates if you want them. There are no settings to tune. Every result ends with the command to run next, so your agent always knows where to go.

Reference

Command	What it returns
`seo report`	Your Search Console overview for `--site`, then the top rows of each section
`seo page`	One URL: the live page, its Google index status and its queries
`seo compare`	Before and after a date, with Google updates
`seo index`	Google's indexing reasons for known URLs, labelled from live checks, and pages that lost their clicks
`seo research`	Keywords, search results, competitors and backlinks from your own key
`seo data`	Raw Search Console or Bing rows
`seo analytics`	Landing pages from Google Analytics or Clicky
`seo crawl`	Technical issues and AI agent access across a site (CLI only)
`seo internal-links`	Internal links to add across a site or to one page (CLI only)

Every command is also an MCP tool, such as seo_report. Add --json to any command when you're scripting it.

What it keeps

As little as possible. The hosted server keeps your linked Google accounts and any keys you save, encrypted. It doesn't keep your Search Console data, your reports or request logs. The CLI keeps your sign-in in your system keychain. The privacy policy has the details.

Links

Apache-2.0. The name and artwork are covered by the brand policy.

SEO Skill

概览

PopNx MCP 的三大支柱

它能帮你做什么

安装

安装之前

或者在你的电脑上运行

或者在你的电脑上运行

或者在你的电脑上运行

或者在你的电脑上运行

它能做什么

基础检查i

作者与仓库一致

仍在维护

有许可证

端点有响应

使用 OAuth 登录

工具描述中没有隐藏指令

与“营销与社交媒体”中的其他服务器比较i

常见问题

替代选择

MCP YouTube Transcript

Google Analytics MCP

BibiGPT YouTube Video Summarizer

作者的 README

SEO For Agent-Native Teams

Installation (30-second setup)

1. Connect it to your agent

2. Sign in with Google

3. Ask it something real

What you can ask it

Why it exists

#1: The agent makes things up

#2: Keyword tools are guessing too

#3: The agent says it's fixed when it isn't

#4: Too many reports

Reference

What it keeps

Links