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116,154 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
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    Enables managing a Google Play Console app directly from an MCP client: inspecting and shipping releases and staged rollouts, uploading bundles and deobfuscation files, reading Android vitals and anomalies against Google's thresholds, handling reviews and replies, editing store listings and images, managing testers, and checking Digital Asset Links for Trusted Web Activities. Writes are enabled but guarded with dry runs, validate-only edits, and explicit production confirmation.
    41
    1
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables AI agents to manage Google Play store listings, icons, feature graphics, screenshots, app bundle releases, and user reviews, staging every change in a Play edit that stays unpublished until it is explicitly committed. Safety guards such as a production lock, package allowlist, asset-root restriction, and untrusted-review marking keep an agent's edits reviewable before they go live.
    17
    MIT
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    maintenance
    An MCP server that translates human GUI actions into machine-executable commands, enabling AI agents to control real software applications like Zoom, Excel, and WeChat via natural language or API calls.
    1
    MIT
  • F
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    Framework for building and running MCP servers as HTTP services. Define tools as pure Python functions, wire up with two lines, run with one command.
    -
  • F
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    maintenance
    Local MCP server for A-share stock trading via Tonghuashun, offering account/position queries, buy/sell/cancel orders with risk controls and forced user confirmation; currently simulated with a reserved interface for real broker channels.
    -
  • 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
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    A
    quality
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    maintenance
    This MCP server allows users to create, manage, and serve web applications through Goose, storing apps in configurable directories and providing web app serving capabilities.
    9
    3
    MIT
  • A
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    B
    quality
    A
    maintenance
    Captures and provides access to React Native console logs from Metro bundler, enabling AI assistants to retrieve, filter, and search app logs in real-time without manual copy/paste.
    64
    1,691 npm
    81
    MIT
  • A
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    quality
    D
    maintenance
    An MCP server for reliable iOS Simulator automation that enables agents to control devices, read accessibility UI trees, and capture screenshots. It supports deterministic grounded actions like tapping, typing, and swiping to create a closed-loop observe-reason-act cycle.
    15
    6 npm
    2
    MIT
  • A
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    quality
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    Enables comprehensive control and automation of Yandex Browser, including tab management, content extraction, and console log monitoring. It supports element interaction, form filling, and JavaScript execution through the Model Context Protocol.
    18
    9
    MIT
  • A
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    quality
    C
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    Drives a running FigCraft desktop app through its local control channel, letting MCP clients inspect and edit documents, run menu-level commands, and capture screenshots with live UI feedback. It also exposes a Figma-compatible tool surface so existing Figma workflows and prompts can drive FigCraft unchanged.
    24
    GPL 3.0
  • A
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    Not graded
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    maintenance
    MCP server that brings interactive UIs for Yida low-code platform into AI chat conversations, enabling app management, form schema preview, and report chart visualization.
    32 npm
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    Enables an AI agent to operate a spare Android phone through MCP: capture screenshots, inspect UI controls, tap/swipe, input Chinese text, launch apps, and optionally run rooted shell commands or transfer files. It also supports a live web console for remote viewing and control.
    24
    MIT
  • A
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    maintenance
    Enables MCP clients to batch repetitive web admin work by harvesting queue items read-only, collecting verdicts, and applying them only after human approval, with dry runs, staged rollout, rate limits, a circuit breaker and an audit log. Also provides general browser control — navigating, reading, filling forms and clicking on allowed sites through an already logged-in local browser, pausing for confirmation before irreversible actions.
    MIT
  • A
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    quality
    A
    maintenance
    Turns YAML-defined browser flows into typed MCP tools that Claude, Cursor, VS Code and other MCP clients can call, letting agents run repeatable tasks like logins, form fills, report downloads, price checks and data extraction without letting them wander the page freely. Each call returns JSON output, downloaded files or screenshots, and failures report the step, error, page URL and a screenshot.
    16 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.
    16 npm
    Apache 2.0
  • A
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    Not graded
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    B
    maintenance
    Connects MCP-compatible AI assistants to Azgaar's Fantasy Map Generator so they can view, inspect, edit, and export fantasy maps in a live local browser, including borders, states, terrain, layers, and files. It runs locally and offline after installation, supports collaborative manual editing, undo, autosave, and text-only map output for models that cannot see images.
    4
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Launch Windows applications by name, alias, or path via MCP, supporting arguments and working directories. Uses Task Scheduler to detach launched processes so they persist independently of the MCP server.
    MIT
  • A
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    maintenance
    Fast Browser is an MCP server that lets Claude Code and Codex drive an existing Chrome browser with your real profile, logins, and tabs, using a macro library for multi-step flows in single tool calls and supporting concurrent agents with isolated tab groups.
    265 npm
    MIT