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116,626 servers. Updated
20 Best Web Analytics MCP Servers: compared and ranked, November 2026Ranked from 295 matching servers on stars, growth, downloads and maintenance. Updated .

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  • F
    license
    A
    quality
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    maintenance
    Enables AI agents to query summit registration and forum analytics, review code changes for risks, run fixed quality gates, and perform audited, permission-controlled commits and deployments with minimal access and human approval.
    11
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to deploy, manage, and rollback websites via the Krexel API, supporting site uploads, deploys, logs, rollbacks, environment variables, and status checks.
    9
    72 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Triage failing DeviceCloud runs by pulling failure evidence (screenshots, logs, analytics) into your editor so an AI assistant can diagnose and fix issues without opening the dashboard.
    10
    72 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Ship over-the-air updates for Capacitor apps from an agent: inspect the project, check native compatibility, upload web bundles, publish releases after your approval, read rollout health, and revert.
    23
    48
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server for Zuul CI. Debug build failures by asking questions, not clicking through web UIs. Read-only access to any Zuul instance — builds, logs, pipelines, jobs, and live status. Works with Claude Code, Claude Desktop, Cursor, and any MCP-compatible client.
    44
    61 PyPI
    21
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    MCP server for Sqemo, a web-based ERD tool with team naming standards. 34 tools: read/edit entities, attributes, and relationships; generate physical names from a shared glossary and naming rules; SQL (7 dialects) and DBML import/export; ERD lint, diff, and ALTER generation.
    36
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables interaction with Blacksmith CI analytics to query workflow runs, jobs, test results, and usage metrics. It provides detailed access to CI/CD data including job logs and billing information directly through Claude.
    37
    791 npm
    6
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI assistants to interact with Sauce Labs testing platform through natural language, providing access to device cloud management, test job analysis, build monitoring, and testing infrastructure insights. Supports both Virtual Device Cloud (VDC) and Real Device Cloud (RDC) with comprehensive test analytics and team collaboration features.
    34
    10
    Apache 2.0
  • A
    license
    C
    quality
    B
    maintenance
    Gives AI assistants complete, spec-driven access to Apple's App Store Connect API through 1300+ tools covering the full surface — apps and versions, TestFlight, Xcode Cloud, Game Center, App Clips, in-app purchases and subscriptions, pricing, review submissions, provisioning, analytics, sales and finance reports. It lets users automate submission workflows, manage multi-account credentials, and orchestrate builds and releases across any MCP client.
    500
    136 npm
    3
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Maestro is the simplest and most effective UI testing framework for Mobile and Web. Maestro MCP allows you to control emulators, interact with apps, write and automatically debug UI tests on Claude Code, Cursor or Windsurf.
    16,335
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Publish websites from Claude, the terminal, or CI — drop a folder, get a link that doesn't expire. Wraps the nippy.host publish pipeline: create sites, update in place, read files, passwords, SEO settings, and visitor analytics.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI coding assistants to deploy and manage compatible web apps, isolated Postgres databases, and project file storage, while inspecting build logs, runtime errors, and usage through an OAuth-authenticated remote MCP connection.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server enabling AI coding agents to seal work into cryptographically signed ProofPackets and verify them, catching forged completion claims and enforcing spec-bound acceptance criteria.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables querying Swarmia's Export API for engineering metrics including pull request analytics, DORA metrics, investment balance, and effort reporting through an MCP interface.
    8
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server for the Frappe Cloud control plane that lets agents manage sites, bench groups, servers, backups, deploys, logs, analytics, and billing. It provides read, write, and optional destructive tools for operating Frappe Cloud hosting infrastructure.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to inspect Chrome Web Store status, metrics, ratings, and reviews, and to upload, publish, roll back, or adjust rollout of extension versions, with human confirmation for changes that affect users.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    . A good description should be concise and describe what the server enables users to do, e.g. * Enables to interact with WordPress sites...' Then a huge block? Actually the user message includes the README content inside tags, then after the readme, there is a large block of text starting with '{
    7,061 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An open source MCP server empowering SREs with intelligent observability, predictive analytics, and AI-driven automation across Kubernetes, OpenShift, and Tekton environments.
    11
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI clients and users to deploy static sites, Node.js services, and Python web applications without Docker, with tools for project management, deployment, rollback, and domain configuration.
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides autonomous QA and a deterministic ship/no-ship verdict for iOS and web apps, enabling coding agents to explore, screenshot, and test apps via MCP tools.
    1,582 npm
    3
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A Model Context Protocol server that exposes the entire Apple App Store Connect API (1,200+ operations) as MCP tools, enabling AI assistants to query apps, manage builds, handle submissions, read analytics, and more.
    16 npm
    1
    MIT