google-ai-mode-skill MCP — 사용 사례, 설치 & 라이브 데모

왜 쓰나요

핵심 기능

Zero-config once the browser profile is seeded
Persistent profile avoids repeated sign-in / consent screens
Query optimization rewrites your question for AI Mode
Returns structured answer + citations
Pure skill (Python browser driver) — no paid API key

라이브 데모

실제 사용 모습

google-ai-mode-skill.replay ▶ 준비됨

0/0

설치

클라이언트 선택

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

{
  "mcpServers": {
    "google-ai-mode-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PleasePrompto/google-ai-mode-skill",
        "~/.claude/skills/google-ai-mode-skill"
      ],
      "_inferred": true
    }
  }
}

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

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "google-ai-mode-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PleasePrompto/google-ai-mode-skill",
        "~/.claude/skills/google-ai-mode-skill"
      ],
      "_inferred": true
    }
  }
}

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

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "google-ai-mode-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PleasePrompto/google-ai-mode-skill",
        "~/.claude/skills/google-ai-mode-skill"
      ],
      "_inferred": true
    }
  }
}

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

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "google-ai-mode-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PleasePrompto/google-ai-mode-skill",
        "~/.claude/skills/google-ai-mode-skill"
      ],
      "_inferred": true
    }
  }
}

Claude Desktop과 같은 형식. Windsurf 재시작 후 적용.

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "google-ai-mode-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PleasePrompto/google-ai-mode-skill",
        "~/.claude/skills/google-ai-mode-skill"
      ]
    }
  ]
}

Continue는 맵이 아닌 서버 오브젝트 배열 사용.

~/.config/zed/settings.json

{
  "context_servers": {
    "google-ai-mode-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/PleasePrompto/google-ai-mode-skill",
          "~/.claude/skills/google-ai-mode-skill"
        ]
      }
    }
  }
}

context_servers에 추가. 저장 시 Zed가 핫 리로드.

claude mcp add google-ai-mode-skill -- git clone https://github.com/PleasePrompto/google-ai-mode-skill ~/.claude/skills/google-ai-mode-skill

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

사용 사례

실전 활용법: google-ai-mode-skill

How to do quick web research without paying for a search API

👤 Solo devs, hobbyists, anyone token-constrained ⏱ ~15 min intermediate

언제 쓸까: You want a short, cited answer to a factual question from Google's AI Mode.

사전 조건

Playwright (or the skill's browser of choice) installed — pip install playwright; playwright install chromium
Skill cloned — git clone https://github.com/PleasePrompto/google-ai-mode-skill ~/.claude/skills/google-ai-mode-skill

흐름

Seed the profile once

Run the first-time setup so the browser profile is logged in and past the consent screens.✓ 복사됨

→ Profile dir populated; no further prompts needed
Query

Search Google AI Mode: 'What changed in React 19.2 regarding compiler defaults?' — return answer + citations.✓ 복사됨

→ Short answer + citation URLs
Drill deeper

Fetch the top two citation pages and reconcile any contradictions.✓ 복사됨

→ Reconciled summary

결과: A cited answer comparable to a paid search API, at $0.

함정

Profile gets logged out — Re-run the seeding flow; don't share the profile across machines
Google layout changes and selectors break — Pin the skill version; update when upstream ships a fix

함께 쓰기: filesystem

Add a fact-check pass to any Claude workflow

👤 Anyone producing content they'll publish ⏱ ~30 min intermediate

언제 쓸까: Before publishing a post, double-check factual claims.

흐름

Extract claims

From this draft, extract specific factual claims that are worth checking.✓ 복사됨

→ Claim list with verifiability notes
Verify each

Run google-ai-mode on each claim; flag anything unconfirmed.✓ 복사됨

→ Per-claim status + sources
Revise

Edit the draft to correct or caveat unconfirmed claims.✓ 복사됨

→ Revised draft

결과: Content with fewer publishable errors.

함정

Confirmation bias — only checking claims you suspect — Extract all claims, then verify all of them

함께 쓰기: claude-blog-skill

조합

다른 MCP와 조합해 10배 효율

google-ai-mode-skill + filesystem

Cache research results as markdown files for reuse

For every question answered today, save a research_<slug>.md in ./notes/.✓ 복사됨

google-ai-mode-skill + claude-blog-skill

Inline fact-checking during blog drafting

After each blog section, run AI-Mode fact checks on the claims.✓ 복사됨

도구

이 MCP가 노출하는 것

도구	입력	언제 호출	비용
ai-mode-query	question string	Any factual question where AI Mode is adequate	browser automation only
query-optimization	raw question	Before sending a long or vague question	0
profile-management	first-time setup or reset	Install or when logged out	0

비용 및 제한

운영 비용

API 쿼터: none (uses Google web surface — respect their ToS and rate limits)
호출당 토큰: ~500–2k tokens per answer
금액: free
팁: Cache answers by question hash; don't re-query within a session

보안

권한, 시크릿, 파급범위

자격 증명 저장: Google session cookies in the persistent profile directory — treat the profile dir as sensitive

데이터 외부 송신: google.com

절대 부여 금지: shared profile across machines

Automating search surfaces may be against target-site ToS depending on volume — keep it personal-use and low-rate
Do not use for anti-bot / CAPTCHA bypass scenarios

문제 해결

자주 발생하는 오류와 해결

Selectors no longer match

Update to latest skill version; Google UI changes periodically.

Profile keeps prompting for consent

Re-seed the profile with consent accepted; make sure you keep the profile dir between runs.

확인: ls <profile-dir>

대안

google-ai-mode-skill 다른 것과 비교

대안	언제 쓰나	단점/장점
brave-search	You want a first-party search API	Costs money; no ToS ambiguity
kindly-web-search	You want a polite, consent-respecting crawler	Different shape

google-ai-mode-skill