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20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,247 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    Not graded
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    B
    maintenance
    Enables AI agents and MCP clients to connect to a live Esri ArcGIS Utility Network through the UtilityNetworkServer REST API, supporting trace, subnetwork, dirty-area, and association operations.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that lets users find nearby shops and POIs around a location and find targets such as gas stations or charging points within a given radius along a driving route, using the Amap (Gaode) Web Service API with built-in API key entry and validation.
    3
    5 npm
    MIT
  • A
    license
    A
    quality
    B
    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
  • A
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    Not graded
    quality
    C
    maintenance
    Enables AI assistants to search checked US roofing, siding, and gutter contractors by city and trade, and to retrieve individual contractor profiles with contact details, claimed status, and ratings. Read-only, requires no login or API key, and filters out closed or unlisted businesses.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    A self-contained MCP server that gives AI agents the ability to calculate high-precision astronomical data. It provides tropical zodiac coordinates, planetary speeds, retrograde detection, and house cusps using the trusted Swiss Ephemeris engine. 100%
    4
    AGPL 3.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables read-only lookups of state septic licensing agencies with their official verification URLs, searches of license-matched septic contractors by state, city, county, zip or service, and retrieval of sourced septic cost guides. Every response carries a thesepticguide.com source link, requires no API key, and reports its snapshot date.
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to check Google organic, map pack, and local finder positions for keywords across specified locations, returning per keyword/location rows with ratings, competitors, and rank changes. It runs searches from each location via Apify and can track history with a state key.
    1
    313 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    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
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables discovery and querying of UK public data for infrastructure, geology, and preliminary ground investigations, including boreholes, environmental monitoring, planning, mapping, and traffic, plus cited desk studies and ground-investigation gap planning.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A Model Context Protocol server that provides LLM Agents with a comprehensive toolset for IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.
    5
    454 npm
    20
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    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
    132 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables querying GeoIP2, GeoLite2, and custom MMDB databases through the Model Context Protocol for IP lookups, filtered network queries, resumable pages, and MaxMind database downloads.
    10
    1
    ISC
  • A
    license
    A
    quality
    F
    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
    172 PyPI
    45
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to query live arrivals, vehicle positions, routes, stops, and timetables across the Athens public transport network, with stop lookups by name or coordinate in Greek or Latin script. Results cover OASA buses, trolleys, metro, and tram, falling back to cached reference data when the upstream API is unreachable.
    10
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables radio line-of-sight checks over locally cached FABDEM terrain for points and routes, including Earth curvature, k-factor refraction, Fresnel-zone clearance, coverage gaps, and verdicts at named stops. It also supports terrain elevation/profile queries and tile prefetching for offline use.
    6
    AGPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    Thirteen read-only Google Maps Platform tools for an agent: where a place is, what is around it, how long it takes to get there, and what the conditions are when it arrives.
    13
    MIT
  • 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
    34 npm
    20
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Official IPGeolocation.io MCP server for accurate IP geolocation, company information, ASN and network data, IP security (VPN, proxy, Tor, bot, hosting and spam detection), abuse contacts, time zones, astronomy, currency data and user-agent parsing. Its 17 tools support bulk lookups and cached-result pagination. Local stdio installation requires Node.js 22 or later. API plan restrictions apply.
    17
    398 npm
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Drive Esri's ArcGIS Pro from an AI agent — the ArcGIS Pro counterpart to QGIS MCP. A headless ArcPy CLI plus an in-process .NET 8 add-in that exposes the live Pro session as MCP tools (ping, zoom_to, query, run_gp, export_layout) so an agent drives the running project while you watch.
    6
    72
    PolyForm Noncommercial 1.0.0
  • A
    license
    A
    quality
    B
    maintenance
    Look up any IP address with FindIP: geolocation, network and ASN, and VPN, proxy, Tor and datacenter detection. For websites that use FindIP Shield, list the recent risky visitor events and explain the reasons behind one event.
    5
    52 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that gives AI assistants direct access to the FEMA National Flood Hazard Layer (NFHL) for flood zone lookups, FIRM panel information, and flood map data in the United States.
    6
    4 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables searching the EGYM Wellpass fitness network for studios and classes by location, activity, and filters, with optional login-based class booking and cancellation. It exposes studio details and filter values through MCP clients such as Claude Desktop and Claude Code.
    7
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that exposes APRS-IS network tools to LLM agents, enabling sending APRS messages, querying positions, finding nearby stations, and listening to live packet streams.
    5
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    The Stadia Maps MCP server provides AI assistants with access to Stadia Maps APIs for location services, geocoding, routing, and mapping capabilities.
    6
    25
    TypeScript
    BSD 3-Clause