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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
    license
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    C
    maintenance
    Enables AI agents to query S3 data lakes using natural language, with support for CSV, JSON, Parquet and tools for data discovery, analysis, and metadata exploration.
    1
    MIT
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    quality
    C
    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
  • A
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    quality
    D
    maintenance
    This read-only MCP Server allows you to connect to Azure Data Lake Storage data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).
    1
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    A read-only MCP server that exposes a configured Google Drive folder to MCP clients, enabling them to list, search, and extract content from various file formats like Excel, CSV, PDF, DOCX, and images.
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  • A
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    A
    quality
    A
    maintenance
    A PUT-only MCP server for MinIO that enables file, batch, and streaming uploads with automatic date/machine/file path organization and metadata generation for data archiving.
    3
    4 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables agents to publish files to immutable public URLs and sync them to e-ink devices that pull updates from a manifest, even when behind NAT.
    6
    MIT
  • F
    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
    -
  • F
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to store and retrieve data using the Walrus decentralized storage network. Supports blob storage operations, retrieval by ID, and blockchain-verified availability through the Sui network.
    5
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    license
    B
    quality
    A
    maintenance
    Provides LLMs with tools to interact with the MASV API. MASV is an easy-to-use and ultra-reliable managed file transfer service designed for teams of all sizes. It allows users to send and receive massive files without size limits, while ensuring data integrity and security through its robust cloud infrastructure that supports cloud, on-prem, and hybrid workflows. Learn more https://massive.io/
    20
    40 npm
    5
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    MCP server providing backend access to PostgreSQL, Storage (Supabase/S3), Iceberg data lake, and SQL seeds. It offers 32 tools for database queries, storage operations, seed management, and more.
    31
    3
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Unofficial MCP server for NAVER WORKS Drive admin tasks, enabling shared-drive governance, permission management, and file operations via service-account delegation.
    16
    MIT