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77,149 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:

  • BrowserCat MCP Server (Browser Automation) by browsercat

    BrowserCat MCP Server (Browserofficial

    browsercat
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that provides browser automation capabilities using BrowserCat's cloud browser service. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment without needing to install browsers locally.
    7
    16
    6
    MIT
  • Algonius Browser by algonius

    Algonius Browserofficial

    algonius
    A
    license
    Not graded
    quality
    C
    maintenance
    An open-source MCP server that provides browser automation capabilities to external AI systems, enabling navigation, DOM interaction, and web content extraction.
    20
    Apache 2.0
  • aethyn-browser-mcp by aethynio

    aethyn-browser-mcpofficial

    aethynio
    A
    license
    A
    quality
    C
    maintenance
    An MCP server enabling AI agents to drive a real browser through residential proxies with per-task geo (country/city) and sticky identity, all chosen at call time.
    10
    56
    1
    MIT
  • Asklear Browser MCP by Asklear

    Asklear Browser MCPofficial

    Asklear
    A
    license
    C
    quality
    C
    maintenance
    A local stdio MCP server that drives your Chrome browser through the Asklear extension, offering six browser tools for navigation, observation, clicking, filling, scrolling, and extraction — all operations remain on your machine.
    6
    Apache 2.0
  • browser-relay by Wecko-ai

    browser-relayofficial

    Wecko-ai
    A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that drives a user's real Chrome browser via a WebSocket-connected MV3 extension, enabling tab management, navigation, page interaction, screenshots, and script evaluation through natural language.
    0
    MIT
  • mcp-server-rag-web-browser by apify

    mcp-server-rag-web-browserofficial

    apify
    A
    license
    Not graded
    quality
    F
    maintenance
    Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.
    75
    208
    Apache 2.0
  • Kestra Python MCP Server by kestra-io

    Kestra Python MCP Serverofficial

    kestra-io
    A
    license
    Not graded
    quality
    C
    maintenance
    A Machine Comprehension Protocol server that enables AI assistants to interact with Kestra workflows through natural language, supporting operations like flow management, executions, backfills, and other Kestra features.
    29
    Apache 2.0
  • sendblue-browser by sendblue-api

    sendblue-browserofficial

    sendblue-api
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP server that wraps sendblue-browser-use's HTTP API, providing tools to control a stealth-patched Chromium browser with persistent sessions, navigation, screenshots, and script execution.
    3
    MIT
  • crawlio-browser by Crawlio-app

    crawlio-browserofficial

    Crawlio-app
    A
    license
    Not graded
    quality
    A
    maintenance
    MCP server that gives AI full control of a live Chrome browser via CDP, with 145 tools for framework-aware intelligence, evidence analysis, and SEO auditing. Connects to your existing Chrome via an extension, enabling interaction with dynamic and authenticated web pages.
    1,564
    4
    Apache 2.0
  • MCP Run Python by pydantic

    MCP Run Pythonofficial

    pydantic
    A
    license
    Not graded
    quality
    F
    maintenance
    Enables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.
    194
    MIT
  • Heroku MCP Code Execution - Python by heroku

    Heroku MCP Code Execution -official

    heroku
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server for securely executing Python code, supporting STDIO, Streamable HTTP, and SSE transports, with easy deployment on Heroku.
    8
    Creative Commons Zero v1.0 Universal
  • siftingio-mcp-python by SiftingIO

    siftingio-mcp-pythonofficial

    SiftingIO
    A
    license
    Not graded
    quality
    A
    maintenance
    Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, fundamental data, and market information retrieval.
    MIT
  • Browser MCP by BrowserMCP

    Browser MCPofficial

    BrowserMCP
    A
    license
    Not graded
    quality
    F
    maintenance
    Automate your browser with AI using a Chrome extension and MCP server, enabling logged-in sessions and stealth automation.
    8,967
    6,965
    Apache 2.0
  • ondc-mcp by ONDC-Official

    ondc-mcpofficial

    ONDC-Official
    F
    license
    A
    quality
    B
    maintenance
    Enables ONDC compliance automation by providing tools for managing sessions, flows, records, and forms. Supports stateless, horizontally scalable MCP over stdio and Streamable HTTP.
    21