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78,959 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, August 2026Ranked from 2,701 matching servers on stars, growth, downloads and maintenance. Updated .

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"Testing Web App Code Changes in Browser Using LLM for Console Logs" matching MCP servers:

  • API Testing MCP

    cocaxcode
    A
    license
    A
    quality
    D
    maintenance
    A lightweight, local-first MCP server for executing HTTP requests and managing API collections and environments without cloud dependencies. It enables testing APIs, handling authentication, and importing OpenAPI specifications directly within MCP-compatible workflows.
    42
    194
    4
    MIT
  • @openyida/mcp-app by openyida

    @openyida/mcp-appofficial

    openyida
    A
    license
    Not graded
    quality
    C
    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.
    29
    MIT

  • App Adapter

    codenoob-jacky
    A
    license
    Not graded
    quality
    A
    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

  • Fast Browser

    m4ttstack
    A
    license
    Not graded
    quality
    B
    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.
    90
    MIT

  • mcp-app-controller

    se
    A
    license
    Not graded
    quality
    B
    maintenance
    Central daemon for managing local app processes, enabling multiple Claude Code sessions to coordinate starts, stops, and restarts with conflict resolution and a web dashboard.
    1
    MIT

  • mcp-app

    echomodel
    F
    license
    Not graded
    quality
    C
    maintenance
    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.

  • macOS App Launcher

    gabeperez
    F
    license
    Not graded
    quality
    D
    maintenance
    A fast MCP server for opening, focusing, and quitting macOS apps, and opening URLs in the browser, usable by voice or from any MCP client.
    3

  • QR for Agent

    benswel
    A
    license
    A
    quality
    C
    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
    2
    MIT

  • Goose App Maker MCP

    michaelneale
    A
    license
    A
    quality
    D
    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

  • app-screen-mcp

    xmuweili
    A
    license
    B
    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
    15
    1
    MIT

  • Yandex Browser MCP Server

    T1Trit
    F
    license
    B
    quality
    D
    maintenance
    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
    7
  • ghost-in-the-droid by ghost-in-the-droid

    ghost-in-the-droidofficial

    ghost-in-the-droid
    A
    license
    B
    quality
    A
    maintenance
    Give any LLM agent a real Android or iPhone. 62 MCP tools: tap, swipe, type, screenshot, screen-tree reading, app launch, camera, TTS, crash reports, batched execution. Android via ADB, iPhone via WebDriverAgent, on-device inference, Docker+KVM emulators. Works with Claude Code, Cursor, LangChain, LlamaIndex, and any MCP client. MIT.
    66
    310
    MIT

  • browser-use MCP server

    deploya-labs
    A
    license
    D
    quality
    D
    maintenance
    AI-driven browser automation server that implements the Model Context Protocol to enable natural language control of web browsers for tasks like navigation, form filling, and visual interaction.
    1
    2
    MIT