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20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,477 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    maintenance
    MCP server that lets AI assistants browse, search, and read files from a Google Drive folder, supporting local stdio and remote HTTP deployments with tools like list_files, search_files, get_file_info, and read_file.
    MIT
  • F
    license
    B
    quality
    D
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    An MCP server that provides tools for interacting with AWS S3 buckets, enabling direct access to S3 operations through the Model Context Protocol.
    1
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  • F
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    maintenance
    Enables direct interaction with AWS S3 buckets through the Model Context Protocol, allowing users to list and manage S3 bucket operations using their AWS credentials.
    -
  • A
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    B
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    A
    maintenance
    Governed MinIO object-storage operations — capacity, exposure-surface audit, lifecycle, and healing RCA, with guarded bucket writes, unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.
    48
    MIT
  • A
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    B
    maintenance
    Enables Claude and Gemini to access and manage multiple Google accounts simultaneously across services such as Gmail, Drive, Calendar, YouTube, Sheets, Analytics, AdSense, and Fitness, with create, read, update, and delete operations. It runs locally without external intermediaries to keep account access private.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Upload, list, and delete files on YourImageShare (free image & video hosting, 200MB limit, no account required) from Claude, ChatGPT, or any MCP-compatible agent.
    3
    46 npm
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    CLI + SDK + MCP server for ZSpace (极空间) NAS — zero-config file management from the terminal or AI agents. No password, no SSH: reads the desktop client's login state. 12 MCP tools covering ls / find / tree / upload / download / rename / move / copy / remove.
    14
    278 PyPI
    24
    MIT
  • A
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    A
    quality
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    maintenance
    Enables MCP-compatible AI assistants to manage iDrive backup/restore operations, including listing devices, browsing and downloading backed-up files, and performing mutations like creating folders, deleting files, or restoring from trash.
    15
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables users to upload files and generate tracked, shareable links directly from AI agents like Claude Desktop or Cursor. It supports publishing various file formats including text, PDFs, and images, while providing tools for artifact management and analytics.
    8
    48 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that generates high-quality blog cover images using Google Gemini AI and automatically uploads them to Qiniu Cloud storage. It provides automated WebP conversion and compression to deliver optimized CDN URLs for generated images.
    3
    13 npm
    MIT
  • F
    license
    A
    quality
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    maintenance
    Enables Claude to search, list, and download files from any Google Drive folder shared with a service account, without OAuth or browser login.
    3
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables managing Excel files in Microsoft 365 (OneDrive/SharePoint) through Microsoft Graph API, including creating workbooks, adding worksheets, creating tables, and reading or adding table rows via MCP tools.
    6
    Apache 2.0
  • F
    license
    C
    quality
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    maintenance
    A FastMCP-based server that enables uploading text and base64-encoded content to MinIO object storage through an HTTP transport. It supports automated bucket management and secure file path generation to streamline remote storage operations.
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  • A
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    maintenance
    Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, including volume operations, snapshot creation, and bucket management. It allows users to interact with storage resources and retrieve performance metrics using natural language or custom API requests.
    MIT
  • A
    license
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    quality
    C
    maintenance
    Enables AI agents to securely transfer files between machines via encrypted, expiring share links, with tools for upload, download, status checks, and link management.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to create and run a backend with database, auth, file storage, server-side functions, and a site, all without opening a browser.
    302 npm
    MIT