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77,112 servers. Updated
19 Best Browser Automation MCP Servers — compared and ranked, August 2026Ranked from 2,623 matching servers on stars, growth, downloads and maintenance. Updated .

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"A Python-based server for browser automation" matching MCP servers:

  • mcp-browser-automation

    ritesh-jain
    F
    license
    B
    quality
    B
    maintenance
    An MCP server for generic browser automation using Playwright. Enables MCP clients to navigate pages, inspect elements, execute JavaScript, capture screenshots, and monitor console logs and network traffic via a headless Chromium instance.
    7

  • browser-for-ai

    icueth
    A
    license
    Not graded
    quality
    B
    maintenance
    A CDP-native MCP server that lets AI agents drive a real Chrome browser with deep network/console inspection, robust page interaction, and the ability to reverse-engineer a site's API flow into runnable code with dependency chaining and replay verification.
    1
    MIT

  • browser-gateway

    browser-gateway
    A
    license
    Not graded
    quality
    A
    maintenance
    Reliable, scalable browser infrastructure for AI agents. Route, pool, and failover across any browser provider. 8 built-in browser tools using raw Chrome CDP - navigate, screenshot, snapshot, interact, evaluate. Zero-config with auto Chrome detection & concurrent sessions support
    968
    6
    MIT

  • Browser-Debugger

    Selvadinesh-giga
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to automate and debug real Chromium browsers with capabilities like screenshots, video recording, performance analysis, visual regression testing, and OCR text extraction.
    13

  • MCP Python Server

    NikhilBansalv
    F
    license
    Not graded
    quality
    C
    maintenance
    A Python-based MCP server that exposes SQLite database CRUD and search operations on Users, Products, and Orders as tools for AI clients like Claude Desktop.

  • python-docs-mcp-server

    ayhammouda
    A
    license
    A
    quality
    A
    maintenance
    Python Docs MCP Server gives AI coding agents local access to the official Python standard library docs. It can look up docs by Python version, return specific sections, and keep answers compact for clients like Claude Desktop, Cursor, and Codex. It runs without API keys or a hosted service.
    6
    7
    MIT

  • Public Browser

    Silbercue
    A
    license
    A
    quality
    B
    maintenance
    A token-efficient MCP server for Chrome browser automation that uses direct CDP and accessibility-tree-based references for stable element selection across DOM changes.
    25
    36
    3
    MIT

  • automation-health-mcp

    chainwright
    A
    license
    A
    quality
    C
    maintenance
    An MCP server for auditing automation health, finding failures, stale logs, and non-functional endpoints that report success while quietly failing.
    7
    MIT

  • neko-browser

    aliksir
    A
    license
    A
    quality
    C
    maintenance
    Headed Playwright browser MCP server with persistent profile, providing 23 tools for full browser automation while masking PII data.
    23
    1
    MIT

  • Browser MCP

    drisplabs
    A
    license
    A
    quality
    A
    maintenance
    Gives AI agents a compact, semantic interface to the browser, returning structured page snapshots with stable element IDs instead of raw DOM. Enables agents to navigate, interact, and extract information from web pages efficiently.
    26
    18
    15
    MIT

  • Playwright Automation MCP

    devqa07
    F
    license
    A
    quality
    D
    maintenance
    Enables AI-powered browser automation controlled through natural language, integrating Playwright with the Model Context Protocol to perform web interactions like navigation, form filling, and screenshots.
    10

  • Browser MCP Server

    Akioo77
    A
    license
    A
    quality
    C
    maintenance
    A browser automation tool using Playwright and MCP protocol, enabling agents like OpenClaw or Claude Desktop to control a browser for navigation, content extraction, and interaction.
    21
    13
    MIT