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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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  • F
    license
    Not graded
    quality
    C
    maintenance
    A lightweight multi-provider MCP testing fixture with two providers (eva_air and uk_railway), each exposing 5 tools using in-memory fake data, designed for verifying MCP client tool discovery, tool calls, and multi-provider routing.
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Lets any MCP-compatible AI agent search live resort inventory, request exact all-in quotes including transfers, and start real hotel bookings that the traveler completes on a hosted Stripe checkout.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to search real-time flight information by departure and arrival airport IATA codes, returning airline, flight number, times, and status via the AviationStack API.
    -
  • 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
    -
  • A
    license
    A
    quality
    B
    maintenance
    Google Hotels MCP server via direct RPC — no scraping, no browser automation. Three tools: hotel list search (16 filter slots: stars, price, amenities, brands, free cancellation), per-OTA rate plans and cancellation policies for a single hotel, and parallel top-N enrichment. One-command setup for Claude Code, Codex, and ChatGPT
    3
    65 PyPI
    14
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A read-only MCP server for OpenStreetMap offering geocoding, routing, route optimization, isochrones, and POI search—requiring no API key and built for AI travel planning.
    11
    251 npm
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Connects AI assistants to the Flighty flight tracking app for querying flight status, delay forecasts, stats, and adding/removing flights via natural language.
    14
    29
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    MCP server that searches ITA Matrix for complex flight itineraries, supporting multi-city trips and custom routing codes, to help plan intricate travel plans.
    2
    5
    2
    -
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for the Viator Partner API that enables searching tours, activities, and attractions with structured filters or free text, retrieving product details and availability schedules.
    11
    533 npm
    1
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    MCP server for creating day-by-day trip itineraries in SQLite, with a planner agent that uses a Tavily search scout via tool boundaries. Enforces guard rails like rejecting activities on out-of-range days.
    3
    -
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for trustcar.info, a Ukrainian license-plate lookup and driver review service. It provides tools to look up vehicle details, recent plates, and post reviews.
    3
    37 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides aviation weather data (METAR, TAF, station search) with a unique assess_conditions tool that returns flight category, confidence, and an escalation gate to indicate when human review is needed.
    4
    16 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides aviation weather briefings including METARs, TAFs, PIREPs, SIGMETs, and NWP forecasts, enabling Claude to fetch and display real-time and forecast weather data for airports and routes worldwide.
    8
    8 npm
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables users to query loyalty balances, expiring points and certificates, account history, trips, and AwardWallet API operations through MCP clients like Claude and ChatGPT. It runs locally, keeps the AwardWallet API key on the user's computer, and supports read-only mode for safer assistant access.
    12
    1
    MIT