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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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  • A
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    Enables interaction with Google Maps through a dedicated browser session, supporting searches, directions, map views, and Street View without requiring the Google Maps Platform API.
    24
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables intuitive property searches in San Francisco with an interactive split view of listing cards and a map, supporting local filtering, saving, and map navigation through view tools.
    MIT
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    quality
    B
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    Enables AI agents to answer civic questions about Virginia state, county, and municipal public data, including zoning, parcel, boundary, and Code of Virginia lookups, with provenance on every answer.
    5
    1
    Apache 2.0
  • A
    license
    A
    quality
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    An MCP server for the iNavi Maps API that gives AI assistants iNavi Maps API specifications and ready-to-use HTML templates for interactive map visualizations (geocoding, POI search, route planning).
    6
    95 npm
    MIT
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    Provides live California road conditions, route planning, and an AI assistant over MCP, enabling natural-language queries about traffic, closures, chain controls, and more.
    10
    4
    MIT
  • A
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    A
    quality
    B
    maintenance
    MCP server that provides statistically rigorous weather and climate context by exposing the Baseline API as agent tools, enabling queries about climate conditions and comparisons against historical data.
    5
    69 PyPI
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Exposes Mireye Earth's geospatial data API as MCP tools (mireye_ask and mireye_fetch) for querying location-based information like elevation, flood zones, and wildfire risk for US places.
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that retrieves detailed geographic information about IP addresses using the ipinfo.io API, helping determine user location and network details.
    5
    44
    MIT
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    A
    quality
    B
    maintenance
    Enables reading and analysis of vector spatial data through Claude Desktop, supporting formats like FileGDB, Shapefile, GeoJSON, and GeoPackage with tools for layer listing, schema inspection, field statistics, feature extraction, and interactive map rendering.
    9
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for ANWB traffic information, route planning, and location search in the Netherlands. Provides real-time traffic incidents, route calculation with turn-by-turn directions, and location search via natural language.
    6
    18 npm
    MIT
  • -
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    Provides AI agents with environmental sensing capabilities including current time, IP-based geolocation, system information, and hardware details. Enables more contextual and accurate AI responses based on user's environment.
    4
    -
  • A
    license
    A
    quality
    D
    maintenance
    Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
    6
    39 npm
    20
    MIT
  • A
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    A
    quality
    C
    maintenance
    Enables searching Germany's national geodata catalogue through CSW 2.0.2 keyword queries and retrieving individual Dublin Core metadata records, including themes, rights information, bounding boxes, and resource links. It is a read-only, lightweight stdio connector that never downloads or opens the linked data itself.
    2
    2
    MIT