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20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 3,189 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    Gives AI assistants hands-on control over Google Play Console and Google Cloud Console using an authorized Google identity. Exposes 95 tools for shipping app builds and release tracks, managing store listings, reviews, in-app products, GCP projects and IAM, Firebase projects and App Distribution, and Cloud Storage or Artifact Registry resources.
    95
    MIT
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    quality
    D
    maintenance
    Enables AI assistants to manage Backendless applications, including databases, users, files, and API services, through natural language commands, with support for OAuth2 authentication and hosted endpoints.
    22 npm
    MIT
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    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
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    Model Context Protocol server for the Beecargo file hosting API, enabling agents to upload files, create share links, manage folders, and control share settings.
    15
    MIT
  • A
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    maintenance
    Enables AI assistants to upload, transform, and serve images using the Spronta Image CDN. It supports real-time image processing, global CDN delivery, and management of projects and transform presets through natural language.
    18
    30 npm
    1
    MIT
  • A
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    A
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    maintenance
    The CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 buckets using the MCP runtime. This utility provides a simple interface for listing, creating, and deleting S3 buckets.
    3
    1
    MIT
  • F
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    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
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    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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  • A
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    This server provides tools for uploading images and videos directly to Cloudinary using Claude/Cline, facilitating resource management with customizable options like resource type and public ID.
    1
    18 npm
    10
    MIT
  • A
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    quality
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    An MCP server for Sakura Cloud that enables interaction with cloud resources and object storage. It allows users to manage Sakura Cloud infrastructure through natural language interfaces using the Model Context Protocol.
    41
    5
    Apache 2.0
  • F
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    quality
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    maintenance
    Local MCP server for managing JioAICloud backups from Cursor, enabling browsing, duplicate detection, safe trashing, album management, and inventory exports using your own account.
    27
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  • F
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    quality
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    maintenance
    An MCP server that enables integration with Google Drive through a service account to list files and retrieve detailed file metadata. It allows users to browse and inspect Drive contents using natural language via the Model Context Protocol.
    2
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  • F
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    quality
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    maintenance
    A Model Context Protocol server that generates images using Replicate's FLUX model and stores them in Cloudflare R2, allowing users to create images through simple prompts and retrieve accessible URLs.
    1
    11
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  • F
    license
    D
    quality
    D
    maintenance
    Provides access to organizational Sharepoint documents through the Microsoft Graph API, enabling search and retrieval of Sharepoint content for AI assistants.
    1
    22 npm
    21
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  • A
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    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