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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
    license
    A
    quality
    C
    maintenance
    UK planning application data for AI agents. Search, look up, and geo-query every UK planning application from Claude, Cursor, or any MCP client — conversationally.
    4
    62 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    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
  • F
    license
    B
    quality
    D
    maintenance
    A server application that provides PostGIS database connection using Model Context Protocol (MCP), enabling spatial database functionality through natural language interactions.
    22
    18
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to create, list, update, share, and delete permanent 9-digit Anwani address codes through browser-based Google OAuth, using real map coordinates for address creation.
    74 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Computes fixed divination and astronomy facts for any moment — Liu Ren charts, Qimen Dunjia layouts, symbolic stem-branch directions, and the real geometric position of the Big Dipper at a given latitude/longitude — alongside multiple named birth profiles. It also assembles day-by-day candidate windows for a chosen purpose across a 1–7 day range or a full calendar year, accumulating model-filled verdicts into an offline, month-switchable HTML calendar with a local browser preview.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables interactive glacier mapping by rendering GeoTIFFs in a browser map where users can draw and edit polygons, while AI agents access and manipulate every vertex through MCP tools. Supports exporting the resulting geometry to shapefile.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Lets MCP clients inspect and manipulate the project open in the desktop application, including layers, geoprocessing, styles, and map/layout exports, all through tools that run inside the live QGIS session.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    HTTP MCP server for managing CalTopo maps from headless agents, enabling map listing, folder management, marker operations, and GPX/KML import/export without a browser.
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