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20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,678 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables browser-based AI services to connect through remote MCP for internal document search, email checking and replies, timecard, sales/project, schedule/task, and operations tasks. It supports multiple AI clients via compatible remote MCP endpoints.
    Apache 2.0
  • A
    license
    Not graded
    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
    license
    Not graded
    quality
    C
    maintenance
    Enables language models to control a real visible browser with a full set of 24 tools for navigation, clicking, form filling, screenshots, and reading page structure, while preserving login states and supporting configurable browser policies.
    171 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Read-only MCP server for the Weeek Public API. Use it from Cursor or Claude Code to browse projects, search tasks, read attachments, and (with a browser session) load task comments.
    47 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to compile LaTeX source into publication-quality PDFs through MCP, with usage tracking and reusable LaTeX templates for authenticated plans.
    1
    54 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Bridges the editing capabilities of an already-open DingTalk document in the browser to any MCP host via standard stdio, forwarding tools to the page's internal MCP server over a local WebSocket. Supports read/write operations through suggested edits, pairing-based security, and zero runtime dependencies.
    5
    19 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to generate DOCX and PDF documents from DocMake templates through natural language, including template listing, field inspection, document rendering, DOCX import, and usage tracking.
    6
    32 npm
    MIT
  • A
    license
    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
    maintenance
    MCP server that reads Slack through your own browser session, authenticating as you rather than a bot. Provides tools to search messages, retrieve channel/DM/thread history, resolve users, and post messages (write disabled by default).
    10
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Local MCP server that shapes tailored resume PDFs with live browser preview.
    5
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that enables LLMs to search, fetch, and act on Google Workspace (Drive, Gmail, Docs, Sheets, etc.) with rich, one-call results and file deposits to disk, reducing context usage.
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    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
    C
    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