Skip to main content
Glama
117,103 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 .

Matching MCP tools:

Matching MCP Connectors:

"Browser Automation and Form Filling Tools" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • 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
    license
    Not graded
    quality
    D
    maintenance
    Provides 15 geospatial utility tools for AI agents, covering coordinate transformation, spatial data validation, elevation/terrain, viewshed analysis, and drone flight planning.
    1
    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
    62 npm
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables querying current date and time information by city/state/country, geographic coordinates (latitude/longitude), or timezone using the API Ninjas World Time API.
    1
    MIT
  • A
    license
    B
    quality
    D
    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
    license
    B
    quality
    D
    maintenance
    Enables access to Google Maps business data including search, reviews, photos, and geocoding. Supports searching businesses by location, area, or coordinates, retrieving detailed business information, reviews, and performing reverse geocoding operations.
    13
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Provides access to the GeoDB Cities API for retrieving global geographic data including city details, populations, and local time. It enables users to find nearby locations, calculate distances between places, and browse administrative divisions across countries.
    18
    MIT
  • A
    license
    Not graded
    quality
    C
    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
    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
    B
    quality
    B
    maintenance
    Give your AI assistant live maritime data through 19 tools: vessel search, latest and batch positions, declared ETA, port search and port events, EU MRV emissions, casualty records, and vessels within an area or radius.
    19
    512 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables discovery and retrieval of owner-verified local business intelligence, buyer-intent rankings, factsheets, and newsroom content across supported US metros through remote MCP tools.
    MIT
  • 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.
    134 npm
    MIT