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115,906 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,034 matching servers on stars, growth, downloads and maintenance. Updated .

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  • F
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    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.
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  • A
    license
    A
    quality
    C
    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
    145 PyPI
    14
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables agents to answer whether it's a good day to go up, hike, or take the cable car, and to rank the best day in the seven-day forecast using live weather, summit conditions, cable car status, and hours. It adds freshness warnings, out-of-forecast handling, clear errors, and an eval suite for validating agent tool use.
    2
    MIT
  • F
    license
    A
    quality
    D
    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
    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
    17 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables AI agents to search Hilton hotels, manage reservations, and check Hilton Honors status through browser automation. It supports the full booking flow, points redemption, and digital key access via natural language commands.
    16
    5 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables users to automate Zipcar car sharing tasks such as searching for available vehicles, managing reservations, and ending trips using stealth browser automation. It provides a standardized interface for interacting with Zipcar's services through natural language and the Model Context Protocol.
    6
    4 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables locally running MCP clients to log into Ctrip and Trip.com/Trip Moments, query notes, prepare image-text posts, and submit them through browser automation without a central server. It also supports destination lookup, preview screenshots, account-slot isolation, and local publish-status tracking.
    10
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to find the cheapest dates to fly a route via Google Flights, supporting one-way and round-trip searches through multiple backends. It provides a tool that can search date ranges, filter by nonstop, seat, currency, and force a particular backend.
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables MCP clients to query Taiwan's TDX transport data for YouBike availability, bus routes and live arrivals, and high speed rail, Taiwan Railway, metro and Alishan timetables, seat availability, fares and service alerts. A generic endpoint tool also reaches any other TDX API path.
    50
    1,814 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to interact with the Hertz car rental service through headless browser automation. It supports searching for vehicles, managing reservations, checking loyalty status, and retrieving rental policies directly from the Hertz website.
    10
    8 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Gives AI assistants map capabilities — geocoding, places search, routing, distance matrices, isochrones and static maps — from Google Maps Platform, OpenStreetMap, open-source routing engines and open geocoders behind one provider-agnostic tool surface. Early development: both stdio and streamable HTTP transports run and a ping tool is exposed, but provider adapters are not yet implemented.
    1
    MIT
  • A
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    B
    quality
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    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
    2 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI agents to query live ADS-B flight data, including aircraft currently flying near a given latitude/longitude, individual airframes tracked by ICAO hex address or callsign, and military or government aircraft transmitting worldwide. Each tool returns real-time positions with altitude, ground speed, heading, and vertical rate rather than schedules.
    283 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A travel negotiation agent for Russian trips that turns one natural-language request into a plan_trip MCP tool, surfacing budget-vs-connection trade-offs and offering instant plan B rerouting.
    MIT