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  • A
    license
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    maintenance
    Enables automated review and analysis of network security controls (AWS Security Groups, Network ACLs) using natural language queries. Supports NSC configuration reviews, network segmentation testing, and identifying security gaps through conversational LLM interaction.
    MIT
  • A
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    quality
    F
    maintenance
    A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.
    170
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Extends the official Google Ads MCP with a safe write layer for creating paused-by-default Search campaigns and an account auditor, all running locally with no hosted dependencies.
    13
    1
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Google Search Console and GA4 in one MCP server: 39 tools for properties, sitemaps, search performance, URL Inspection, GA4 reports and site verification, with CTR benchmarks.
    39
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables LLMs to interact with Google Analytics Admin and Data APIs to retrieve account summaries, property details, and custom metrics. It allows users to run core and real-time reports to analyze website performance and configuration via natural language.
    7
    1
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables reading release lifecycle status, recent written reviews and bulk monthly report CSVs for allowlisted apps, and searching the full pinned Play API catalog with each method's implementation status. Read-only by design, with keyless authentication, explicit app allowlists and bounded, GET-only access to official Google interfaces.
    6
    GPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    Query Google Search Console search analytics, inspect URL indexing status, manage sitemaps, and analyze keyword performance. 13 tools covering search queries, page performance, sitemap management, and index coverage.
    13
    585 npm
    7
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to query six Google services used by an online shop—GA4, Search Console, Merchant Center, Tag Manager, Indexing API, and PageSpeed—through read-only tools, answering questions about organic traffic, product disapprovals, indexing, tag configuration, and site performance.
    82
    134 PyPI
    3
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables LLM applications to query Google Analytics 4 data through standard MCP interfaces, supporting real-time data, custom reports, and metadata discovery.
    5
    56 npm
    1
    MIT
  • A
    license
    C
    quality
    F
    maintenance
    A Model Context Protocol server that connects to Google Cloud services, allowing users to query logs, interact with Spanner databases, and analyze Cloud Monitoring metrics through natural language interaction.
    40
    75 npm
    80
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that exposes Google Play Console analytics to AI agents, including store-listing acquisitions by traffic source, installs, uninstalls, ratings, crashes, subscriptions, and reviews by reading bulk CSV reports from Cloud Storage.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables read-only access to GA4 accounts and properties via tools that list properties, fetch settings and metadata, and run standard, realtime, and one-call overview reports. It is stateless and takes a Google access token on every request, letting one deployment serve many accounts behind an auth proxy.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables Claude and other MCP clients to securely read GA4 accounts, properties, reports, conversions, revenue, funnels, and realtime activity through Google's Analytics APIs. It supports guided setup, multiple authentication methods, and read-only querying of analytics data.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A GCP-hosted MCP server for Google Analytics GA4 where each user logs in with their own Google account and queries are scoped to that user's permissions.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to manage Google Tag Manager, Google Search Console, and Google Analytics (GA4) through unified access to tags, search performance data, URL inspection, sitemaps, and analytics reporting.
    7 npm
    ISC
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables Claude to read Google Analytics 4 accounts, property details, Google Ads links, annotations, custom dimensions and metrics, plus standard, realtime, funnel and conversions reports. Access is read-only and scoped to each person's own Google permissions, so Claude only sees the properties they can already see.
    MIT