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117,103 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,034 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
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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
    maintenance
    An MCP server that provides tools for interacting with AWS S3 buckets, enabling direct access to S3 operations through the Model Context Protocol.
    1
    -
  • F
    license
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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
    license
    A
    quality
    B
    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
    license
    B
    quality
    C
    maintenance
    An MCP server for managing Proton Mail, Pass, Drive, and Calendar through local IMAP/SMTP, pass-cli, and Proton Drive CLI, enabling AI agents to operate the mailbox, manage passwords, sync files, and classify emails.
    39
    109 npm
    AGPL 3.0
  • A
    license
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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
    B
    maintenance
    Enables reading and editing Excel workbooks stored on SharePoint, OneDrive or Teams through Microsoft Graph without a browser, with every write starting as a dry run, checked against the version you read, and verified by reading the cells back. Includes device-code sign-in, workbook aliases, range filling, and dependency-free operation on Node 18+.
    12
    590 npm
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Lets MCP clients publish a single file to a permanent, shareable link via whamlink. Supports tools for managing links, including registration, publishing, listing, updating access, replacing content, and deleting links.
    6
    26 npm
    MIT
  • A
    license
    A
    quality
    D
    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
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Connects any MCP client to a Nextcloud instance through official WebDAV and OCS APIs, enabling browsing, searching, uploading, downloading, copying, moving, and deleting files and folders, plus managing favorites, public links and user/group shares, and the trash bin. Authentication uses the browser-based Login Flow with a saved app password.
    23
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    Enables AI models to interact with Akave's S3-compatible storage by providing tools for managing storage buckets and objects through standardized Model Context Protocol (MCP).
    13
    33 npm
    3
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables agents to share whatever they produce as auto-expiring, bearer-accessible links, with tools to create, read, and delete contexts over a no-auth streamable HTTP endpoint.
    3
    MIT
  • A
    license
    Not graded
    quality
    D
    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.
    11 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to use email, instant messaging, and cloud file storage via MCP tools, giving each agent a verified identity with its own email address, real-time chat, and file sharing capabilities.
    106 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides MCP tools for AWS S3 and S3-compatible storage, enabling file upload, download, listing, deletion, and temporary remote file staging via natural language.
    116 PyPI
    BSD 3-Clause
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to manage China Unicom Cloud Drive files and shares through 25 MCP tools, including upload/download, organization, trash handling, and batch backup, with destructive actions previewed by default.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides complete Google Drive v3 API coverage through 66 MCP tools, enabling file management, permissions, comments, revisions, shared drives, change tracking, and content transfers over Streamable HTTP.
    21 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for reading and searching SAP Commerce Cloud (CCV2) logs stored in Azure Blob Storage, enabling log listing, retrieval, and regex search via MCP tools.
    MIT