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116,320 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,034 matching servers on stars, growth, downloads and maintenance. Updated .

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"A server for monitoring browser console, network, and app logs" matching MCP servers:

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  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to manage Google Play Console reviews and Android app releases, including replying to reviews, promoting releases, managing staged rollouts, and checking crash/ANR vitals.
    44
    84 npm
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Lets coding agents manage apps in App Store Connect through workflow-level tools: shipping TestFlight builds, managing testers and groups, editing listings, replacing and reordering screenshots, handling subscriptions, replying to reviews, downloading sales reports, and submitting for App Review. It is read-only unless writes are explicitly enabled, and destructive actions run as dry runs until confirmed.
    31
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables users to upload Android .aab files to Google Play test tracks and iOS .ipa files to TestFlight, then promote or release them to production through fastlane. Also supports rollout updates, release status checks, and confirmation-gated publishing actions.
    7
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Lets Claude and other AI agents work with Apple's developer API to manage app metadata, versions, review submissions, builds, TestFlight, customer reviews, reports, Xcode Cloud, devices, and team members, with optional read-only safeguards.
    36
    85 npm
    MIT
  • A
    license
    C
    quality
    D
    maintenance
    Enables publishing Android apps to Samsung Galaxy Store and Huawei AppGallery directly from AI agents, with tools for uploading binaries, updating listings, submitting apps, and verifying Samsung IAP receipts.
    11
    MIT
  • 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
    A
    maintenance
    Enables AI assistants to inspect and operate Jenkins instances: listing jobs, builds, queue items and nodes, reading incremental build logs and pipeline stage views, and triggering, stopping or cancelling builds with read-only guards.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    F
    maintenance
    Exposes Registry Browser operations (embed, de-embed, publish, create packages) as MCP tools for AI agents and IDE integrations to manage Unity packages programmatically.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Uptime monitoring your AI agent can set up: create HTTP, SSL, ping, TCP and DNS monitors checked from multiple regions, run checks on demand, read and acknowledge incidents, manage cron heartbeats, maintenance windows and status page updates.
    56
    1,193 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to create projects, deploy files, container images, or Git repositories, attach domains, set write-only secrets, add Postgres, read logs, metrics, and failure summaries, and roll back.
    15 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables remote interaction with the App Store Connect API via a stateless Cloudflare Worker, supporting app, build, beta group, review, and sales report management with bring-your-own-key authentication.
    1
    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
  • A
    license
    A
    quality
    C
    maintenance
    Provides AI assistants direct access to Apple's App Store Connect API, enabling them to manage apps, provisioning data, TestFlight builds, and App Store versions, including creating versions, attaching builds, and submitting for review.
    14
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables comprehensive GitHub workflow automation including Actions monitoring, PR management, code search, file operations, and repository management through a code-first architecture that reduces token usage by 98%.
    58 PyPI
    5
    AGPL 3.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server implementation that allows AI models to interact with and manage Spinnaker deployments, pipelines, and applications through a standardized interface.
    5 npm
    1
    MIT