ultimate-seo-geo MCP — 使用场景, 安装 & 实时演示

为什么要用

核心特性

21 SEO modules spanning technical, on-page, content, schema, links
Three modes: Audit (score), Plan (phased roadmap), Execute (actual fixes)
AI-search optimization for AI Overviews, ChatGPT Search, Perplexity
31 bundled Python diagnostic scripts for specific checks
Export to scored audits, HTML dashboards, Excel reports

实时演示

实际使用效果

ultimate-seo-geo-skill.replay ▶ 就绪

0/0

安装

选择你的客户端

~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "ultimate-seo-geo-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/mykpono/ultimate-seo-geo",
        "~/.claude/skills/ultimate-seo-geo"
      ],
      "_inferred": true
    }
  }
}

打开 Claude Desktop → Settings → Developer → Edit Config。保存后重启应用。

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "ultimate-seo-geo-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/mykpono/ultimate-seo-geo",
        "~/.claude/skills/ultimate-seo-geo"
      ],
      "_inferred": true
    }
  }
}

Cursor 使用与 Claude Desktop 相同的 mcpServers 格式。项目级配置优先于全局。

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "ultimate-seo-geo-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/mykpono/ultimate-seo-geo",
        "~/.claude/skills/ultimate-seo-geo"
      ],
      "_inferred": true
    }
  }
}

点击 Cline 侧栏中的 MCP Servers 图标，然后选 "Edit Configuration"。

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "ultimate-seo-geo-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/mykpono/ultimate-seo-geo",
        "~/.claude/skills/ultimate-seo-geo"
      ],
      "_inferred": true
    }
  }
}

格式与 Claude Desktop 相同。重启 Windsurf 生效。

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "ultimate-seo-geo-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/mykpono/ultimate-seo-geo",
        "~/.claude/skills/ultimate-seo-geo"
      ]
    }
  ]
}

Continue 使用服务器对象数组，而非映射。

~/.config/zed/settings.json

{
  "context_servers": {
    "ultimate-seo-geo-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/mykpono/ultimate-seo-geo",
          "~/.claude/skills/ultimate-seo-geo"
        ]
      }
    }
  }
}

加入 context_servers。Zed 保存后热重载。

claude mcp add ultimate-seo-geo-skill -- git clone https://github.com/mykpono/ultimate-seo-geo ~/.claude/skills/ultimate-seo-geo

一行命令搞定。用 claude mcp list 验证，claude mcp remove 卸载。

使用场景

实战用法： ultimate-seo-geo

Run a full-site SEO + GEO audit with a scored dashboard

👤 Solo SEOs and agencies running quarterly audits ⏱ ~120 min intermediate

何时使用： Client onboarding or quarterly health check.

前置条件

Skill installed — git clone https://github.com/mykpono/ultimate-seo-geo ~/.claude/skills/ultimate-seo-geo
Python 3 for diagnostic scripts — python3 -V

步骤

Run audit mode

Use ultimate-seo-geo in audit mode on https://example.com. All 21 modules. Export to HTML dashboard.✓ 已复制

→ Per-module 0-100 scores + dashboard file
Generate phased plan

Now plan mode — turn the audit into a 90-day phased roadmap with effort/impact per item.✓ 已复制

→ Phase 1 / 2 / 3 with scored items
Execute the quick wins

Execute phase 1 quick wins — generate JSON-LD, meta rewrites, and redirect configs I can ship.✓ 已复制

→ Copy-paste-ready artifacts

结果： A scored audit + roadmap + shippable artifacts in one session.

注意事项

Running all 21 modules on a 10-page site — Pick the relevant subset for small sites — crawlability + on-page is usually enough

搭配使用： firecrawl · brave-search

Optimize a page for AI Overviews, ChatGPT Search, and Perplexity

👤 Publishers seeing AI search eat their traffic ⏱ ~45 min intermediate

何时使用： Your pages rank on Google classic but aren't cited in AI answers.

步骤

Run GEO submodule

Run ultimate-seo-geo's GEO module on https://example.com/guide — how does this page perform for AI citation?✓ 已复制

→ Passage-level scores + citation-worthiness assessment
Rewrite for citability

Rewrite the key passages so they're self-contained, cite-worthy answer blocks.✓ 已复制

→ Passages that read well as pulled quotes

结果： A page AI search engines are more likely to cite.

注意事项

Stuffing 'as an expert, the answer is…' boilerplate — Let the skill's editor remove it — AI engines flag that pattern

Generate and validate JSON-LD schema for a set of pages

👤 Technical SEOs implementing schema ⏱ ~30 min beginner

何时使用： Product pages / articles / FAQs missing structured data.

步骤

Generate schema per page type

Generate JSON-LD for Article, FAQPage, and Product types from this set of URLs.✓ 已复制

→ JSON-LD blobs per URL
Validate

Run the schema-validator script on the output.✓ 已复制

→ Green validation + warnings addressed

结果： Ship-ready schema.

Detect and fix redirect chains killing crawl budget

👤 Technical SEOs on large legacy sites ⏱ ~30 min intermediate

何时使用： After a migration, crawl budget is wasted on 301 chains.

步骤

Run redirect-chain diagnostic

Run the redirect-chain diagnostic script on example.com. List chains of length >=2.✓ 已复制

→ Chain list with origins and final destinations
Generate consolidated rules

Generate .htaccess / nginx rules that collapse each chain to one hop.✓ 已复制

→ Config-ready rules

结果： Faster crawls, fewer hops.

注意事项

Breaking a redirect that had analytics attribution attached — Note chains used by paid campaigns before collapsing

Quick E-E-A-T pass on a YMYL page

👤 YMYL publishers ⏱ ~20 min beginner

何时使用： A page ranks in health/finance/legal and you want trust signals right.

步骤

Run the E-E-A-T module

Run ultimate-seo-geo E-E-A-T module on <url>. I want author, edit-history, and citation findings.✓ 已复制

→ Specific fix list with examples

结果： An action list that actually moves trust signals.

组合

与其他 MCP 搭配，撬动十倍杠杆

ultimate-seo-geo-skill + firecrawl

Crawl the site first, then feed URLs to audit

Use firecrawl to enumerate example.com URLs, then run ultimate-seo-geo audit on the top 50 by impressions.✓ 已复制

ultimate-seo-geo-skill + brave-search

Pull SERPs for benchmarking without a paid API

Use brave-search for the top 3 SERP results, then include them in audit's competitive context.✓ 已复制

工具

此 MCP 暴露的能力

工具	输入参数	何时调用
audit	url, modules?	Start of any engagement
plan	audit output	After audit
execute	plan item	Implementation phase
geo_optimize	url	AI search optimization
schema_validator	JSON-LD blob	Before shipping schema
redirect_chain_scan	sitemap or URL list	Post-migration

成本与限制

运行它的成本

API 配额: None — skill is free; any paired APIs bring their own
每次调用 Token 数: Large on full-site audit (20–60k)
费用: Free
提示: Segment the site by template and audit one page per template — extrapolate rather than audit every URL

安全

权限、密钥、影响范围

凭据存储： None in the skill

数据出站： Only the URLs you provide get fetched

故障排查

常见错误与修复

Python scripts fail with missing deps

pip install -r requirements.txt in the skill dir

验证： python3 -c 'import requests, bs4'

Audit report looks generic

Provide target keywords and competitor URLs so the audit has context

替代方案

ultimate-seo-geo 对比其他方案

替代方案	何时用它替代	权衡
superseo-skills	You prefer 11 composable skills over one big one	Less automation, more orchestration

ultimate-seo-geo

为什么要用

核心特性

实时演示

实际使用效果

安装

选择你的客户端

使用场景

实战用法： ultimate-seo-geo

Run a full-site SEO + GEO audit with a scored dashboard

前置条件

步骤

注意事项

Optimize a page for AI Overviews, ChatGPT Search, and Perplexity

步骤

注意事项

Generate and validate JSON-LD schema for a set of pages

步骤

Detect and fix redirect chains killing crawl budget

步骤

注意事项

Quick E-E-A-T pass on a YMYL page

步骤

组合

与其他 MCP 搭配，撬动十倍杠杆

工具

此 MCP 暴露的能力

成本与限制

运行它的成本

安全

权限、密钥、影响范围

故障排查

常见错误与修复

替代方案

ultimate-seo-geo 对比其他方案

更多

资源