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116,870 servers. Updated
20 Best Observability MCP Servers: compared and ranked, November 2026Ranked from 684 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
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    maintenance
    A streamlined MCP server for XMP metadata embedding with beautiful formatting and smart filename indicators, enabling metadata embedding, reading, validation, and report generation for lifestyle, product, and orbit schemas.
    5
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Provides a secure FastMCP gateway to Google Analytics Admin and Data APIs, deployable on Coolify with OAuth protection and encrypted storage.
    -
  • A
    license
    A
    quality
    C
    maintenance
    Google Analytics 4 MCP server with local STDIO and shared team Cloud Run modes, realtime visitor counts, metadata discovery, and funnel analysis.
    10
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    Enables natural language querying of marketing analytics across Google Search Console, GA4, Google Ads, HubSpot, and Bing. Provides tools for search queries, traffic, campaign performance, and composite cross-platform rollups.
    79
    -
  • F
    license
    B
    quality
    D
    maintenance
    An MCP server that integrates Google Search Console and Google Analytics 4 to provide unified SEO and web traffic analysis. It allows users to fetch search performance data, merge page metrics, and generate automated trend reports or actionable insights through tool calls.
    16
    1
    -
  • A
    license
    Not graded
    quality
    F
    maintenance
    MCP server that provides tools to interact with Google Analytics APIs, enabling account and property retrieval, report running, and custom dimension/metrics access.
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Connects to Google Analytics 4 to run reports, manage configurations, and retrieve admin data using natural language.
    1
    GPL 3.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Self-hosted MCP server for Google Analytics over HTTP, providing URL-addressable access with API key auth. It enables clients to run reports, list accounts/properties, and use compact paginated reports for token efficiency.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Enables AI agents to interact with Google Analytics 4 data, providing tools for historical reporting, real-time activity monitoring, and property management. It supports secure service account authentication to access metrics like traffic summaries, user acquisition, and custom dimensions.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Production-ready MCP server integrating Google Search Console, GA4, and PageSpeed Insights for SEO and analytics intelligence, enabling natural-language queries to Google analytics data.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables read-only access to Google Analytics 4 and Google Search Console data, allowing users to run reports, query search analytics, and generate combined snapshots for reporting.
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables querying Google Search Console, GA4, and IndexNow data via natural language, allowing users to ask about site rankings, clicks, indexing status, and conversions.
    13
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Connects Google Analytics 4 data to Claude, Cursor and other MCP clients, enabling natural language queries of website traffic, user behavior, and analytics data with access to 200+ GA4 dimensions and metrics.
    12
    1,117 PyPI
    244
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Dynamic QR code platform for AI agents. Create, customize, and track QR codes without regenerating images. 37 tools covering 11 QR types (URL, vCard, WiFi, event…).
    37
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A local MCP server for Google Analytics 4 that provides tools for SEO and paid reporting, enabling queries on organic and paid search performance, landing pages, channels, campaigns, and real-time data.
    10
    13 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables MCP clients to query Google Analytics 4 reporting and configuration data through 27 read-only tools, including pivots, funnels, realtime reports, Admin API inspection, and diagnostics, with identifiers redacted by default.
    27
    148 npm
    Apache 2.0
  • 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
    75 npm
    1
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    MCP server for Google Analytics 4 and Google Tag Manager with read and write access, providing 40 tools to manage GA4 reports, audiences, and GTM tags, triggers, and variables via natural language.
    40
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables managing Google Analytics 4 properties, data streams, conversions, and running reports using natural language through the Admin and Data APIs.
    23
    29 PyPI
    MIT
  • A
    license
    C
    quality
    D
    maintenance
    Production-ready MCP server enabling AI assistants to interact with Braze's customer engagement platform, offering 92 tools for user management, messaging, campaigns, analytics, email/SMS, catalogs, and SCIM provisioning.
    92
    MIT
  • 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