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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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    Read-only MCP server for Gingr pet-care facility data, enabling queries about owners, animals, reservations, appointments, services, and staff via natural language.
    7
    13 npm
    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
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    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
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    Enables reading and filling when2meet scheduling polls over HTTP, including computing availability from weekly schedules or calendar busy times, previewing, and submitting availability, all without browser automation or OAuth.
    6
    MIT
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    Enables MCP clients to access Stardew Valley calendar data, including current date, daily events, villager birthdays, weekly birthdays, and full seasonal calendars, through a local HTTP bridge to the HelloStardew mod. It provides read-only tools with structured success or error responses for natural-language use.
    7
    -
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    Provides read-only access to Hostaway PMS data, enabling assistants to answer questions about listings, calendars, reservations, and inbox threads, and generate occupancy, inbox, and completeness reports without writing or sending anything.
    11
    192 npm
    MIT
  • A
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    A
    maintenance
    Gives AI assistants direct, on-demand access to McGill's public Visual Schedule Builder timetable data, letting them search course offerings, fetch sections and meeting times, check conflicts, and generate ranked schedule combinations without a login, API key, or browser session. Queries and schedule calculations run locally on structured results, with a short-lived cache for repeated requests.
    4
    2
    MIT
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    A small MCP server for the boring-but-essential utilities every model needs: dates, calendars, arithmetic, unit conversion. Use it so your assistant stops "next-token guessing" math and date math.
    4
    38 PyPI
    1
    MIT
  • A
    license
    A
    quality
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    Enables MCP clients to search availability, read services, resources, bookings and customers, and, when writes are enabled, reserve slots, create or cancel bookings, and add or update customers.
    10
    MIT
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    Enables AI assistants to manage Cozi Family Organizer accounts, including creating and updating shopping/todo lists, managing calendar appointments, and accessing family member information.
    12
    61 npm
    4
    MIT
  • F
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    Enables interaction with multiple Google services including Maps, Finance, Flights, Gmail, and Calendar through a unified interface. Provides comprehensive access to geocoding, stock data, flight information, email management, and calendar operations.
    18
    7 npm
    -
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    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
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    D
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    Everway turns forwarded confirmation emails into one day-by-day itinerary. This MCP server is a hosted bridge between your Everway account and MCP-compatible AI tools: once connected, your assistant can read your itinerary, answer questions about your plans, and add or update bookings.
    1
    MIT