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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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    Not graded
    quality
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    maintenance
    Enables collaborative manuscript editing where an AI agent reads the page, proposes changes scored against the writer's voice, and waits for acceptance or rejection before any text is committed.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Render PDFs and images from HTML templates (Jinja2, Liquid, Handlebars) or Word and PowerPoint files through the Formfeed API, check data against a template's schema before rendering, and convert Office documents to PDF.
    6
    1
    MIT
  • A
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    A
    quality
    B
    maintenance
    Enables LLM agents to lift local files into Google Drive as native Docs, Sheets, or Slides with formatting preserved, by passing file paths directly without routing bytes through the conversation.
    6
    225 npm
    MIT
  • A
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    A
    quality
    C
    maintenance
    Gives an AI assistant read- and draft-only access to a single personal Microsoft mailbox, letting it search, list and read mail, browse folders, save attachments to a jailed directory, and create new or reply drafts. It requests no send scope, so mail can never be sent, deleted, moved or marked, and calendar, contacts and files are untouched.
    6
    MIT
  • A
    license
    A
    quality
    C
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    Enables AI coding tools to search and read a user's Mattermost channels and DMs using their own account, allowing AI to answer questions about team conversations with read-only access.
    10
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables querying and managing Fantastical calendars and events via the MCP protocol, allowing AI assistants to list calendars, create events using natural language, and search or retrieve event details.
    6
    5
    MIT
  • A
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    A
    quality
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    maintenance
    A read-only MCP server that gives LLM agents deterministic operational facts about Trello boards, including structural history, card movement, workflow flow, staleness, and due-date information.
    14
    MIT
  • F
    license
    A
    quality
    F
    maintenance
    A lightweight MCP server for interacting with IMAP email accounts to read messages, manage folders, and compose draft replies. It supports standard providers and local bridges, providing tools for searching, fetching attachments, and organizing mailboxes without the ability to send or delete emails.
    19
    10
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  • A
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    A
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    C
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    Exposes Google Keep notes as tools so MCP clients like Claude Code or Claude Desktop can read and manage them, connecting through the unofficial gkeepapi client since Keep has no official public API.
    2
    MIT
  • A
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    A
    quality
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    maintenance
    Generate production-ready PDFs from Markdown, HTML, or built-in templates (invoices, resumes, reports) directly from Claude or any MCP-compatible AI agent via the DocRenders API.
    6
    3 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    The official Model Context Protocol (MCP) server for SeaTable, built and maintained by SeaTable GmbH. It lets AI agents interact with data in your bases — reading, writing, searching, linking, and querying rows through a focused set of tools. The server intentionally focuses on data operations, not schema management (creating/deleting tables or columns), keeping the tool set lean and safe for auto
    21
    136 npm
    9
    MIT