ultimate-seo-geo MCP — 사용 사례, 설치 & 라이브 데모

왜 쓰나요

핵심 기능

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

라이브 데모

실제 사용 모습

ultimate-seo-geo-skill.replay ▶ 준비됨

0/0

설치

클라이언트 선택

~/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
    }
  }
}

Claude Desktop → Settings → Developer → Edit Config 열기. 저장 후 앱 재시작.

~/.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
    }
  }
}

Cursor는 Claude Desktop과 동일한 mcpServers 스키마 사용. 프로젝트 설정이 전역보다 우선.

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
    }
  }
}

Cline 사이드바의 MCP Servers 아이콘 클릭 후 "Edit Configuration" 선택.

~/.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
    }
  }
}

Claude Desktop과 같은 형식. Windsurf 재시작 후 적용.

~/.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"
      ]
    }
  ]
}

Continue는 맵이 아닌 서버 오브젝트 배열 사용.

~/.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"
        ]
      }
    }
  }
}

context_servers에 추가. 저장 시 Zed가 핫 리로드.

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

한 줄 명령. claude mcp list로 확인, claude mcp remove로 제거.

사용 사례

실전 활용법: ultimate-seo-geo

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

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

언제 쓸까: Client onboarding or quarterly health check.

사전 조건

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

흐름

Run audit mode

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

→ 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.✓ 복사됨

→ 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.✓ 복사됨

→ Copy-paste-ready artifacts

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

함정

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

함께 쓰기: firecrawl · brave-search

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

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

언제 쓸까: Your pages rank on Google classic but aren't cited in AI answers.

흐름

Run GEO submodule

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

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

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

→ Passages that read well as pulled quotes

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

함정

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

언제 쓸까: Product pages / articles / FAQs missing structured data.

흐름

Generate schema per page type

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

→ JSON-LD blobs per URL
Validate

Run the schema-validator script on the output.✓ 복사됨

→ Green validation + warnings addressed

결과: Ship-ready schema.

Detect and fix redirect chains killing crawl budget

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

언제 쓸까: After a migration, crawl budget is wasted on 301 chains.

흐름

Run redirect-chain diagnostic

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

→ Chain list with origins and final destinations
Generate consolidated rules

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

→ Config-ready rules

결과: Faster crawls, fewer hops.

함정

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

언제 쓸까: A page ranks in health/finance/legal and you want trust signals right.

흐름

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.✓ 복사됨

→ Specific fix list with examples

결과: An action list that actually moves trust signals.

조합

다른 MCP와 조합해 10배 효율

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.✓ 복사됨

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.✓ 복사됨

도구

이 MCP가 노출하는 것

도구	입력	언제 호출
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

비용 및 제한

운영 비용

API 쿼터: None — skill is free; any paired APIs bring their own
호출당 토큰: Large on full-site audit (20–60k)
금액: Free
팁: Segment the site by template and audit one page per template — extrapolate rather than audit every URL

보안

권한, 시크릿, 파급범위

자격 증명 저장: None in the skill

데이터 외부 송신: Only the URLs you provide get fetched

문제 해결

자주 발생하는 오류와 해결

Python scripts fail with missing deps

pip install -r requirements.txt in the skill dir

확인: python3 -c 'import requests, bs4'

Audit report looks generic

Provide target keywords and competitor URLs so the audit has context

대안

ultimate-seo-geo 다른 것과 비교

대안	언제 쓰나	단점/장점
superseo-skills	You prefer 11 composable skills over one big one	Less automation, more orchestration

ultimate-seo-geo