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    An MCP server for the Google Ads API, providing 29 tools for campaign management, reporting, and optimization.
    29
    3
    MIT
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    Multi-account Google Ads MCP server that allows connecting any number of Google Ads accounts and querying campaign performance, keywords, search terms, and account analytics by name in the same session.
    10
    MIT
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    An MCP server that extends the official Google Ads MCP with safe, confirmed campaign administration across manager accounts, featuring immutable mutation plans, multi-step approvals, and post-write verification.
    8
    Apache 2.0
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    MCP server that provides tools and resources for interacting with Google Ads API, enabling search, metadata retrieval, and account management through natural language.
    3
    2,504 PyPI
    1,019
    Apache 2.0
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    Enables LLMs and AI agents to query and explore Google Ads accounts and API resources through MCP tools and resources, including account information, resource metadata, metrics, segments, and release notes.
    3
    Apache 2.0
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    Enables managing Google Ads campaigns through an AI assistant with read-only reporting, recommendations, and gated write operations for bids, budgets, and statuses, all backed by preview and audit logging.
    31
    1
    MIT
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    Multi-user Google Ads MCP server with OAuth-per-user auth, Firestore token storage, raw GAQL queries, and 10+ extra reporting tools beyond the official server.
    13
    1
    MIT
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    Enables LLMs and AI agents to query ad account data, inspect resource metadata, and access reporting dimensions, segments, and API discovery/release information.
    3
    Apache 2.0
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    Enables LLMs and AI agents to query Google Ads accounts and reporting data through the Google Ads API, including customer lookups, resource metadata inspection, and reference material on metrics, segments, and release notes. Tools and resources can be selectively enabled and namespaced via a configuration file, with authentication handled through Application Default Credentials or an OAuth proxy.
    3
    Apache 2.0
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    Enables AI agents to build and run Google Ads campaigns with write tools for campaigns, ad groups, ads, and assets, plus one-command VPS deployment for remote access.
    23
    Apache 2.0
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    quality
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    Enables Claude and other MCP-capable assistants to monitor and manage Google Ads accounts by pulling performance reports, running GAQL queries, adjusting budgets, pausing or enabling campaigns, adding keywords and negative keywords, and creating campaigns and ads, with preview and read-only safety controls.
    31
    Apache 2.0
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    Google Ads, Reddit Ads, GA4, Tag Manager, Search Console and Merchant Center in your AI client. Read reports and make changes with a preview, a dry run validated by Google, and budget and bid caps before anything goes live. Self-host (MIT, pip install adloop) or connect AdLoop Cloud at https://mcp.getadloop.com/mcp.
    91
    898 PyPI
    277
    MIT
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    Enables real-time flight fare searches across date ranges and multiple destinations, with historical price insights and booking links. Provides one-way and round-trip search tools through MCP.
    4
    1
    MIT
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    Read-only MCP server for analyzing VK Ads campaigns, listing ad structures, retrieving statistics, and generating optimization recommendations.
    8
    1
    MIT
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    A local MCP server that enables LLMs to securely search and read files within designated Google Drive folders. Supports Google Docs, Google Sheets, PDFs, and plain text with strict folder-scoping via service account authentication.
    4
    MIT
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    This MCP server provides comprehensive Google Workspace integration (Gmail, Drive, etc.) with multi-user OAuth. Unique features include RAG-powered natural language to Chat card rendering, runtime Jinja2 macro creation, and dynamic tool management.
    7
    106 PyPI
    25
    Apache 2.0