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97,619 servers. Updated
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
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    Enables deterministic calculations for AI API and subscription costs, meeting time zones, recurring schedules, and cron next-run previews, returning normalized inputs, units, assumptions, dated sources, and links to results.
    5
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    A Model Context Protocol server that enables AI assistants to interact with Microsoft Outlook for calendar management, email operations, and search functionality.
    15
    MIT
  • F
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    A collection of tools that enable AI assistants to interact with Apple applications and services including Contacts, Notes, Messages, Mail, Reminders, Calendar, Maps, and Web Search through the Model Context Protocol.
    8
    1
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  • F
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    B
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    Enables Claude to query and manage Mail2000 calendar events, including agenda, search, booking, updating, and deleting events through natural language.
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  • A
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    A
    quality
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    Enables AI agents to read and send email, handle attachments and manage calendar invitations through their own IMAP/SMTP mailboxes, with per-mailbox sender and recipient allow lists and automatic HTML-to-Markdown conversion. It runs as a single self-hosted Docker container, exposing the same tools over MCP and REST.
    15
    10
    MIT
  • A
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    A
    quality
    A
    maintenance
    Enables Claude to read appointments, invoices, quotes, and work requests from a Jobber Client Hub. Read-only, uses a local browser bridge to access the customer portal.
    7
    738 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides full access to Microsoft Outlook calendar and email through Claude Code by intercepting browser tokens from an existing signed-in Edge profile, eliminating the need for Azure app registration.
    24
    7 npm
    1
    Apache 2.0
  • A
    license
    B
    quality
    A
    maintenance
    Enables AI assistants to read and write TickTick/Dida365 tasks, projects, tags, habits, and calendars through the service's private web API using browser session-cookie authentication. It exposes 34 tools covering task creation, completion, search, batch operations, trash restore, and full-account delta sync.
    38
    79 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    MCP server for Microsoft Teams that lets AI assistants search, message, and manage chats, meetings, files, and contacts using your existing Teams browser login—no app approval or Azure AD registration needed.
    1,231 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for Microsoft Outlook that enables searching, sending, and managing mail and calendar via the OWA REST API using browser-session authentication, with no Azure AD app registration required.
    133 npm
    MIT
  • A
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    quality
    B
    maintenance
    Enables LLM agents to access and act on Canvas LMS through its REST API, including courses, assignments, discussions, inbox, calendar, and quizzes, using either a persistent browser SSO session or an API token.
    MIT
  • A
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    quality
    D
    maintenance
    Comprehensive MCP server for Google Workspace with complete Gmail API coverage (27 tools) and Google Calendar integration with automatic Google Meet links, enabling advanced email management, label operations, archive workflows, and calendar event creation/updates through natural language.
    12
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Provides read-only access to an Abler account's profile, groups, and sports schedules through MCP tools, including per-child schedule reports and individual event lookups. Uses a portable, reusable session credential so it can run headlessly on a remote machine after a one-time browser sign-in.
    MIT