mcp-google-ads MCP — Сценарии использования, Установка & Живое демо

Зачем использовать

Ключевые функции

GAQL passthrough — full query power, not just pre-baked reports
OAuth (for individuals) or Service Account (for automation)
Campaign, ad group, ad, and keyword metrics
Impressions, clicks, conversions, cost, CTR, avg CPC
Python 3.11+; .env-based config

Живое демо

Как выглядит на практике

google-ads.replay ▶ готово

0/0

Установка

Выберите клиент

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

{
  "mcpServers": {
    "google-ads": {
      "command": "uvx",
      "args": [
        "mcp-google-ads"
      ],
      "_inferred": true
    }
  }
}

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

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "google-ads": {
      "command": "uvx",
      "args": [
        "mcp-google-ads"
      ],
      "_inferred": true
    }
  }
}

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

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "google-ads": {
      "command": "uvx",
      "args": [
        "mcp-google-ads"
      ],
      "_inferred": true
    }
  }
}

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

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "google-ads": {
      "command": "uvx",
      "args": [
        "mcp-google-ads"
      ],
      "_inferred": true
    }
  }
}

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

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "google-ads",
      "command": "uvx",
      "args": [
        "mcp-google-ads"
      ]
    }
  ]
}

Continue использует массив объектов серверов, а не map.

~/.config/zed/settings.json

{
  "context_servers": {
    "google-ads": {
      "command": {
        "path": "uvx",
        "args": [
          "mcp-google-ads"
        ]
      }
    }
  }
}

Добавьте в context_servers. Zed перезагружается автоматически.

claude mcp add google-ads -- uvx mcp-google-ads

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

Сценарии использования

Реальные сценарии: mcp-google-ads

Weekly campaign health check across accounts

👤 Paid marketing managers, agencies ⏱ ~20 min intermediate

Когда использовать: Weekly — which campaigns are burning budget with poor CTR / high CPA?

Предварительные требования

Google Ads Developer Token (approved) — ads.google.com > Tools > API Center — 1-3 business days
OAuth client OR service account with Ads access — Google Cloud Console

Поток

List accounts

List all Google Ads accounts I can access.✓ Скопировано

→ MCC + child accounts
Pull performance

For each account, pull last 7 days: campaign name, cost, clicks, conversions, CPA. Flag campaigns where CPA > $100.✓ Скопировано

→ Ranked hot-spot list
Propose action

For the worst 3 campaigns, suggest: pause, lower bid, or investigate further based on the numbers.✓ Скопировано

→ Action plan

Итог: Weekly hotspot review in minutes.

Подводные камни

Attribution windows differ by conversion action — Include segments.conversion_action_name and check each separately

Сочетать с: notion

Mine search terms for negative keywords

👤 Performance marketers ⏱ ~15 min intermediate

Когда использовать: Regular account hygiene — catch wasteful queries before they add up.

Поток

Pull search terms

GAQL: search_term_view for last 30 days, columns [search_term, campaign, cost, conversions]. Cost > $10 and conversions = 0.✓ Скопировано

→ Wasteful query list
Group and recommend

Group by recurring phrases. Suggest negative keywords to add at account or campaign level.✓ Скопировано

→ Negative list with level

Итог: A tidy negative-keyword list to apply.

Подводные камни

Broad-matching negatives can block legit traffic — Use exact or phrase negatives first; broad only when very confident

Audit ad copy performance across a campaign

👤 Copywriters, PPC leads ⏱ ~15 min intermediate

Когда использовать: You launched 3 responsive ads and want to know which combos perform.

Поток

Pull ad stats

For campaign X, list all ads + their 30-day CTR + conv rate. Sort by conv rate desc.✓ Скопировано

→ Ad performance ranked
Recommend

What patterns distinguish top-performing ad copy? What should I iterate on?✓ Скопировано

→ Copy insights

Итог: Data-driven creative iteration.

Подводные камни

Low-volume ads look worse than they are due to variance — Require minimum 100 impressions before comparing rates

Комбинации

Сочетайте с другими MCP — эффект x10

google-ads + notion

Weekly marketing digest

Pull last week's Google Ads performance + biggest wins/losses; create a Notion page in 'Marketing Weekly'.✓ Скопировано

google-ads + postgres

Join Google Ads data with your DB for full-funnel view

Get conversion counts from Google Ads for campaign X. Query the DB for actual closed deals originating from that campaign.✓ Скопировано

Инструменты

Что предоставляет этот MCP

Инструмент	Входные данные	Когда вызывать	Стоимость
list_accessible_accounts		Discover the account graph	1 API call
run_gaql	customer_id, query: str	Any custom report	1 API call
campaign_performance	customer_id, date_range	Quick campaign digest	1 API call
ad_performance	customer_id, campaign_id?, date_range	Creative audit	1 API call

Стоимость и лимиты

Во что обходится

Квота API: Google Ads API: generous per-day quota; rate-limited per QPS
Токенов на вызов: Results depend heavily on date range and segments — cap rows
Деньги: API is free; you pay for ads separately
Совет: Always include a date range in GAQL. Running without LIMITs can return 100k rows.

Безопасность

Права, секреты, радиус поражения

Минимальные скоупы: Read-only on the Ads accounts where possible

Хранение учётных данных: Service account JSON or OAuth refresh token — env vars or secret manager

Исходящий трафик: Performance data goes to your LLM provider

Никогда не давайте: Admin on the Ads account to an agent that does more than read

Developer Token approval has tiers — test tokens have low quota. Apply for production.
Service account must be added as a user in Ads MCC with appropriate role.

Устранение неполадок

Частые ошибки и исправления

AUTHENTICATION_ERROR or PERMISSION_DENIED

Service account email not added to MCC with access, or developer_token wrong. Check ads.google.com > Access & Security.

Too many metrics for segment

GAQL has restrictions on which metrics can be combined with which segments. Query a simpler subset.

Проверить: Read the GAQL compatibility table

Test token quota exceeded

Apply for production token; until then, test on small accounts with low query frequency.

Альтернативы

mcp-google-ads в сравнении

Альтернатива	Когда использовать	Компромисс
Google Ads UI / Editor	You only occasionally pull reports	Manual; no LLM insight
Meta Ads MCP	You also run Meta ads	Different platform; own auth

Ещё

Ресурсы

📖 Читать официальный README на GitHub

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