MCP 服务器

google-ads-mcp

An MCP server for the Google Ads API, providing 29 tools for campaign management, reporting, and optimization.

README

googleadsagent-mcp

An MCP (Model Context Protocol) server + standalone agent SDK for the Google Ads API.
Built by googleadsagent.ai · MIT License

Install

# From PyPI (once published)
pip install googleadsagent-mcp

# From GitHub right now
pip install git+https://github.com/itallstartedwithaidea/google-ads-mcp.git

# With uv
uv add googleadsagent-mcp

# From source
git clone https://github.com/itallstartedwithaidea/google-ads-mcp.git && cd google-ads-mcp && pip install -e .

Works with every MCP client

Client	Transport	Config
Claude Code	stdio	`.mcp.json` in project root (included)
Claude Desktop	stdio	`claude_desktop_config.example.json`
Cursor / Windsurf	stdio	Settings → MCP → `python -m ads_mcp.server`
OpenAI Agents SDK	stdio	`MCPServerStdio(command="python", args=["-m", "ads_mcp.server"])`
LangChain	stdio	`langchain-mcp-adapters`
Remote / Cloud	HTTP SSE	`python -m ads_mcp.server --http`

Quick Start

# 1. Copy and fill credentials
cp .env.example .env

# 2. Validate environment
python scripts/validate.py

# 3a. Run as MCP server (stdio — Claude Desktop/Cursor/Claude Code)
python -m ads_mcp.server

# 3b. Run as MCP server (HTTP — remote agents)
python -m ads_mcp.server --http

# 3c. Run as standalone agent CLI
python scripts/cli.py
python scripts/cli.py --single "Show campaign performance for account 1234567890"

Claude Code

Place .mcp.json in your project root (already included):

{
  "mcpServers": {
    "google-ads": {
      "type": "stdio",
      "command": "python",
      "args": ["-m", "ads_mcp.server"],
      "env": {
        "GOOGLE_ADS_CREDENTIALS": "${GOOGLE_ADS_CREDENTIALS}",
        "GOOGLE_ADS_LOGIN_CUSTOMER_ID": "${GOOGLE_ADS_LOGIN_CUSTOMER_ID}"
      }
    }
  }
}

Claude Code auto-discovers .mcp.json. CLAUDE.md is written specifically for Claude Code to orient itself — it reads this first on every session.

Gemini CLI

Add to your project's .gemini/settings.json:

{
  "mcpServers": {
    "google-ads": {
      "command": "python",
      "args": ["-m", "ads_mcp.server"],
      "env": {
        "GOOGLE_ADS_CREDENTIALS": "/path/to/google-ads.yaml",
        "GOOGLE_ADS_LOGIN_CUSTOMER_ID": "1234567890"
      }
    }
  }
}

For the full Gemini CLI setup with Google Ads slash commands and agent skills, see gemini-cli-googleadsagent.

Remote option — if you deploy the buddy-agent on Cloudflare Workers, you can skip local credentials entirely and connect via SSE:

{
  "mcpServers": {
    "buddy-google-ads": {
      "url": "https://your-buddy-agent.workers.dev/sse"
    }
  }
}

OpenAI Agents SDK

from agents.mcp import MCPServerStdio
import os

server = MCPServerStdio(
    command="python",
    args=["-m", "ads_mcp.server"],
    env={
        "GOOGLE_ADS_CREDENTIALS": os.environ["GOOGLE_ADS_CREDENTIALS"],
        "GOOGLE_ADS_LOGIN_CUSTOMER_ID": os.environ.get("GOOGLE_ADS_LOGIN_CUSTOMER_ID", ""),
    }
)
# All 29 Google Ads tools automatically available

Tool Reference

Read Tools

list_accessible_customers · list_accounts · execute_gaql · get_campaign_performance get_keyword_performance · get_search_terms · get_ad_performance · get_account_budget_summary generate_keyword_ideas

Audit Tools

get_auction_insights · get_change_history · get_device_performance · get_geo_performance get_recommendations · get_pmax_performance · get_impression_share

Write Tools (dry-run by default — requires `confirm=True`)

update_campaign_budget · update_campaign_status · update_ad_group_status · update_keyword_bid add_keywords · add_negative_keywords · remove_negative_keyword · create_campaign create_ad_group · switch_bidding_strategy · generic_mutate

Doc Tools

get_gaql_reference · get_workflow_guide

Credentials

# Option 1: google-ads.yaml path (recommended)
GOOGLE_ADS_CREDENTIALS=/path/to/google-ads.yaml
GOOGLE_ADS_LOGIN_CUSTOMER_ID=123-456-7890

# Option 2: individual env vars
GOOGLE_ADS_DEVELOPER_TOKEN=...
GOOGLE_ADS_CLIENT_ID=...
GOOGLE_ADS_CLIENT_SECRET=...
GOOGLE_ADS_REFRESH_TOKEN=...
GOOGLE_ADS_LOGIN_CUSTOMER_ID=123-456-7890

Full credential setup guide: google-ads-api-agent README → Step 1A

v23 Service Coverage

Google Ads API v23 has 70+ services. Current status:

✅ 29 tools implemented — core reporting, audit, write operations, doc references
🔧 42 services planned — full roadmap in docs/SERVICES.md
⬜ ~20 out of scope — platform admin, deprecated, LSA-specific

Attribution

Google LLC (Apache 2.0)

google-ads Python client library — Copyright 2023 Google LLC
https://github.com/googleads/google-ads-python
All API calls in this package use the google-ads pip package published by Google. The v23 service definitions, proto types, and gRPC clients are Google's work.

googleads/google-ads-mcp — https://github.com/googleads/google-ads-mcp
Patterns: MCP singleton, search_stream + field_mask.paths

google-marketing-solutions/google_ads_mcp — https://github.com/google-marketing-solutions/google_ads_mcp
Patterns: doc-serving MCP tools, remote OAuth, omit_unselected_resource_names

Community (MIT)

cohnen/mcp-google-ads — https://github.com/cohnen/mcp-google-ads
Patterns: format_value proto serialization helper

gomarble-ai/google-ads-mcp-server — https://github.com/gomarble-ai/google-ads-mcp-server
Patterns: dual transport (stdio + HTTP), KeywordPlanIdeaService

itallstartedwithaidea/google-ads-api-agent — https://github.com/itallstartedwithaidea/google-ads-api-agent
Patterns: auction insights, change history, campaign creator, bidding strategy manager, negative keywords, geo targeting, PMax reporting, Filter-First Architecture

Full per-feature attribution table: docs/SERVICES.md

google-ads-skills — Anthropic Agent Skills for Claude (analysis, audit, write, math, MCP)
google-ads-api-agent — Full Python agent with 28 API actions and 6 sub-agents
google-ads-gemini-extension — Gemini CLI extension with 22 MCP tools, skills, commands, and themes
googleadsagent.ai — Production deployment (Buddy) on Cloudflare with semantic memory, billing, and monitoring