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20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,247 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    maintenance
    Drives Android, iOS, smart TV (Android TV, Tizen, webOS), web and Bluetooth (BLE) devices from an agent: start a session, tap, type, swipe and assert by XPath, visible text, OCR or image, then save the steps as a replayable CSV test suite.
    390 PyPI
    75
    Apache 2.0
  • A
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    A
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    B
    maintenance
    Gives AI assistants a read-only, offline interface to the FinOps Foundation's published guidance — its principles, phases, domains, 22 capabilities with Crawl/Walk/Run maturity assessments, personas, and an 88-entry KPI library — so FinOps questions are answered with the Foundation's own text and formulas rather than improvised ones. It exposes 11 tools, document resources, and four guided prompts over stdio, with every response carrying its source URL and license.
    11
    42 npm
    MIT
  • A
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    A
    quality
    F
    maintenance
    A communication framework that enables multiple AI agents to collaborate through asynchronous messaging, agent registration, and discovery. It facilitates complex task coordination and real-time discussion across distributed agent workflows using the Model Context Protocol.
    9
    11
    MIT
  • A
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    A
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    Provides a stable, side-effect-free MCP tool contract that enables AI workflows to be prototyped, demoed, tested, or dry-run without connecting to databases, APIs, files, or other real data sources. It enables swapping in a real data server later without changing the AI-facing interface.
    4
    301 npm
    MIT
  • A
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    A
    quality
    D
    maintenance
    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.
    22
    10,507,590 npm
    Apache 2.0
  • A
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    B
    quality
    D
    maintenance
    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or visually-tuned models.
    22
    10,507,590 npm
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.
    24
    10,507,590 npm
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    Provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without screenshots.
    24
    10,507,590 npm
    Apache 2.0
  • A
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    maintenance
    A lightweight and modular framework for building MCP-based file management systems with standardized module structure, flexible configuration, and extensible functionality registration mechanisms.
    3
    MIT
  • A
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    B
    maintenance
    Enables AI clients to search curated, cited knowledge bases built from founders', CEOs', and investors' public talks, essays, and posts, returning passages with source links and dates. It also exposes available source collections via MCP tools so users can ask how those individuals might approach business, product, or growth questions.
    97
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides browser automation capabilities using Playwright, allowing LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or vision models.
    2
    Apache 2.0
  • A
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    Not graded
    quality
    D
    maintenance
    Provides browser automation through Playwright, enabling LLMs to interact with web pages using structured accessibility snapshots instead of screenshots.
    10,507,590 npm
    Apache 2.0
  • A
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    Not graded
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    B
    maintenance
    Enables LLMs to automate browsers and interact with web pages through structured accessibility snapshots, avoiding the need for screenshots or vision-tuned models.
    10,507,590 npm
    Apache 2.0
  • A
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    Not graded
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    maintenance
    An MCP server framework enabling standardized tool registration, discovery, and invocation over JSON-RPC 2.0, with support for InProcess, SSE, and WebSocket transports, plus built-in tools such as calculator, text processor, and JSON formatter.
    MIT
  • A
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    maintenance
    Provides browser automation capabilities for LLMs using Playwright, leveraging structured accessibility snapshots to interact with web pages without needing vision models. It enables tasks like web navigation, data extraction, and automated testing through a lightweight and deterministic toolset.
    8 npm
    Apache 2.0
  • -
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables browser automation and web interaction through structured accessibility snapshots using Playwright. Provides fast, deterministic web page interaction without requiring screenshots or vision models.
    10,507,590 npm
    -
  • A
    license
    A
    quality
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    maintenance
    Enables AI assistants to control a browser through Cloudflare Workers, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots. Provides 14 browser automation tools that can be used with various AI platforms including Claude Desktop and VS Code.
    7
    8,154 npm
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI assistants to drive a hosted headless Chromium browser over HTTP, letting them navigate pages, click, type, and read structured accessibility snapshots via the Model Context Protocol.
    23
    10,507,590 npm
    Apache 2.0
  • A
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    quality
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    maintenance
    Provides a hosted, bearer-token-protected HTTP endpoint where any MCP client can drive a headless Chromium instance — opening pages, navigating, clicking, typing, and reading content through accessibility snapshots — without installing a browser or Node locally. It runs the official server image as a single Render web service, so browser automation is reachable over a shared HTTPS URL.
    23
    10,507,590 npm
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Enables LLMs to automate web browsers through structured accessibility snapshots, bypassing screenshots and vision-tuned models for deterministic page interaction.
    25
    10,507,590 npm
    Apache 2.0
  • A
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    maintenance
    Enables AI assistants to remotely drive a hosted headless browser over HTTP, supporting navigation, clicking, typing, and structured page reading through the Model Context Protocol. It also provides bearer-token authentication for secure remote MCP access.
    23
    10,507,590 npm
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    Enables LLMs to drive a hosted headless Chromium browser over HTTP, performing navigation, clicks, typing, and page reading through accessibility snapshots, protected by bearer-token authentication.
    23
    10,507,590 npm
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Provides browser automation capabilities so LLMs can interact with web pages through structured accessibility snapshots, without needing screenshots or vision models. It offers fast, lightweight, and deterministic tool application for driving browsers via structured data.
    25
    10,507,590 npm
    Apache 2.0
  • A
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    quality
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    maintenance
    Deploys a hosted, authenticated MCP server that lets AI assistants drive a real headless browser over HTTP, enabling navigation, clicking, typing, and reading pages without local browser setup.
    23
    10,507,590 npm
    Apache 2.0