google-ads-mcp-server
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- AlicenseAqualityFmaintenanceA read-write MCP server for managing Google Ads campaigns, ad groups, keywords, and ads via natural language.122-
- AlicenseNot gradedqualityAmaintenanceA Google Ads MCP server that enables safe, auditable management of ad accounts through natural language, including proposing, reviewing, applying, and rolling back changes with guardrails and dry-runs.MIT

google-ads-mcpofficial
AlicenseAqualityAmaintenanceMCP server that provides tools and resources for interacting with Google Ads API, enabling search, metadata retrieval, and account management through natural language.32,765 PyPI963Apache 2.0- AlicenseAqualityAmaintenanceAn MCP server that enables safe, audited mutation of Google Ads campaigns—creating ads, ad groups, keywords, and assets or adjusting budgets and statuses—with a dry-run default and an optional guarded remove operation, plus read-only Keyword Planner ideas.221MIT
- FlicenseNot gradedqualityDmaintenanceMCP server that lets any LLM manage Google Ads campaigns from the terminal. Supports read and write operations.-
- AlicenseNot gradedqualityBmaintenanceMCP server for Google Ads API that enables LLMs to search and query Google Ads accounts, retrieve resource metadata, and generate keyword ideas.Apache 2.0
TDQS
Scored across 18 tools
Each tool targets a distinct entity and action (list, create, update) for customers, campaigns, ad groups, ads, budgets, and keywords. The general-purpose search tool is clearly separate from the type-specific listers, and even the two account-related tools (ads_whoami, list_accessible_customers) serve different purposes.
Most tools follow a predictable verb_noun pattern (list_*, create_*, update_*), but there are minor deviations like ads_whoami, search, campaign_performance, and 'add_keyword' instead of 'create_keyword'. These are readable and not chaotic, but break the otherwise consistent convention.
With 18 tools, the server is slightly on the heavier side but justified by the breadth of Google Ads entities and operations. Each tool covers a distinct area, and no tool feels redundant, so the count is well-scoped for the complexity of the domain.
The set covers account access, reporting, and CRUD for campaigns, ad groups, budgets, and keywords, but notably lacks any tool to create or update ads. This is a significant gap for an advertising management server, as ads are central to the workflow, though the presence of list_ads and search partially mitigates the issue.