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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
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to call 16 small, deterministic, read-only tools over a free, no-auth remote streamable HTTP MCP endpoint, covering business idea scoring, price headroom, hotel OTA commissions, open-source SaaS swaps, ads policy notice risk, App Store 4.2 prechecks, and Japan trip planning. Each tool is also exposed as a plain JSON API with OpenAPI docs.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables travel agents to manage the full trip-quoting lifecycle, including searching flights and accommodations, building personalized itineraries, checking entry requirements and cancellation policies, creating and monitoring bookings, and getting upsell recommendations.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI clients to search discounted private-jet empty-leg flights, retrieve flight details, obtain booking links, estimate charter prices, and submit charter enquiries.
    -
  • A
    license
    B
    quality
    D
    maintenance
    Provides access to real-time and historical flight data from Flightradar24 API, enabling users to track live aircraft positions, query flight histories, and retrieve comprehensive aviation information including aircraft, airline, and airport details.
    15
    17 npm
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables users to search for hotels by location and maximum price per night, returning hotel options with ratings and estimated total costs.
    -
  • F
    license
    A
    quality
    C
    maintenance
    Provides read-only access to live Bay Area transit data, including routes, stops, real-time departures, vehicle positions, and service alerts, for use by large language models.
    6
    -
  • F
    license
    A
    quality
    D
    maintenance
    Enables querying SNCF train schedules and stations in France using the official Navitia API, with support for flexible date parsing and real-time journey planning.
    3
    1
    -
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for Chelaile realtime public transit data in China, including bus and metro arrivals, vehicle positions, nearby stops, timetables, and route planning. It runs locally over stdio with no login or account configuration required.
    15
    211 npm
    19
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables real-time flight fare searches across date ranges and multiple destinations, with historical price insights and booking links. Provides one-way and round-trip search tools through MCP.
    4
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to plan container and truck loads from plain-English shipment descriptions, returning fitted containers, utilization, non-fitting items, and interactive 3D load plans.
    1
    51 npm
    MIT