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google-ai-mode-skill

автор PleasePrompto · PleasePrompto/google-ai-mode-skill

Free Google AI Mode search with citations, driven by Claude — persistent browser profile, query optimization, token-efficient.

google-ai-mode-skill lets Claude query Google's AI Mode (the AI-overview-style answer surface) via a local headless browser with a persistent profile. It returns the answer + citations for further use, optimized prompts on the way in, and minimizes tokens by returning structured JSON. Good alternative when paid search APIs are overkill.

Зачем использовать

Ключевые функции

Живое демо

Как выглядит на практике

google-ai-mode-skill.replay ▶ готово
0/0

Установка

Выберите клиент

~/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
    }
  }
}

Откройте Claude Desktop → Settings → Developer → Edit Config. Перезапустите после сохранения.

~/.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
    }
  }
}

Cursor использует ту же схему mcpServers, что и Claude Desktop. Конфиг проекта приоритетнее глобального.

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
    }
  }
}

Щёлкните значок MCP Servers на боковой панели Cline, затем "Edit Configuration".

~/.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
    }
  }
}

Тот же формат, что и Claude Desktop. Перезапустите Windsurf для применения.

~/.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"
      ]
    }
  ]
}

Continue использует массив объектов серверов, а не map.

~/.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"
        ]
      }
    }
  }
}

Добавьте в context_servers. Zed перезагружается автоматически.

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

Однострочная команда. Проверить: claude mcp list. Удалить: claude mcp remove.

Сценарии использования

Реальные сценарии: 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

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

Предварительные требования
  • 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
Поток
  1. Seed the profile once
    Run the first-time setup so the browser profile is logged in and past the consent screens.✓ Скопировано
    → Profile dir populated; no further prompts needed
  2. Query
    Search Google AI Mode: 'What changed in React 19.2 regarding compiler defaults?' — return answer + citations.✓ Скопировано
    → Short answer + citation URLs
  3. Drill deeper
    Fetch the top two citation pages and reconcile any contradictions.✓ Скопировано
    → Reconciled summary

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

Подводные камни
  • 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
Сочетать с: filesystem

Add a fact-check pass to any Claude workflow

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

Когда использовать: Before publishing a post, double-check factual claims.

Поток
  1. Extract claims
    From this draft, extract specific factual claims that are worth checking.✓ Скопировано
    → Claim list with verifiability notes
  2. Verify each
    Run google-ai-mode on each claim; flag anything unconfirmed.✓ Скопировано
    → Per-claim status + sources
  3. Revise
    Edit the draft to correct or caveat unconfirmed claims.✓ Скопировано
    → Revised draft

Итог: Content with fewer publishable errors.

Подводные камни
  • Confirmation bias — only checking claims you suspect — Extract all claims, then verify all of them
Сочетать с: claude-blog-skill

Комбинации

Сочетайте с другими MCP — эффект x10

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/.✓ Скопировано
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.✓ Скопировано

Инструменты

Что предоставляет этот MCP

ИнструментВходные данныеКогда вызыватьСтоимость
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

Стоимость и лимиты

Во что обходится

Квота API
none (uses Google web surface — respect their ToS and rate limits)
Токенов на вызов
~500–2k tokens per answer
Деньги
free
Совет
Cache answers by question hash; don't re-query within a session

Безопасность

Права, секреты, радиус поражения

Хранение учётных данных: Google session cookies in the persistent profile directory — treat the profile dir as sensitive
Исходящий трафик: google.com
Никогда не давайте: shared profile across machines

Устранение неполадок

Частые ошибки и исправления

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.

Проверить: ls <profile-dir>

Альтернативы

google-ai-mode-skill в сравнении

АльтернативаКогда использоватьКомпромисс
brave-searchYou want a first-party search APICosts money; no ToS ambiguity
kindly-web-searchYou want a polite, consent-respecting crawlerDifferent shape

Ещё

Ресурсы

📖 Читать официальный README на GitHub

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