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20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 2,831 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
    C
    maintenance
    Enables interactive access to JAXA's satellite observation data (precipitation, land surface temperature, NDVI, elevation, soil moisture) via Claude, providing tools for point time series, dataset information, and area image generation.
    4
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    A Node.js and TypeScript server project that provides a simple starter example with Express.js web server, supporting hot-reload, testing, and modular structure.
    2
    131
    ISC
  • F
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that provides current weather forecasts for specific locations and active weather alerts for US states.
    2
  • F
    license
    B
    quality
    D
    maintenance
    A basic MCP server adapted from the official quickstart guide that provides weather data functionality and works with OpenAI chat completions API. Demonstrates MCP server setup with configuration examples for Claude Desktop and development tools.
    2
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides real-time weather information and multi-day forecasts using the Open-Meteo API through a robust, enterprise-grade architecture. It enables AI assistants to retrieve current conditions, 7-day forecasts, and contextual weather data for any location.
    22
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Demonstrates how to integrate Model Context Protocol with Server-Sent Events (SSE) in a FastAPI web application, including a weather service example with tools for getting forecasts and alerts.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A basic MCP server implementing a weather tool using Next.js and the Vercel MCP adapter.
    16
    1
    ISC
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for NASA POWER climate data, offering a climatology tool to retrieve long-term monthly averages for any coordinate. Supports natural language queries through the Pipeworx gateway.
    12
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that enables AI models to fetch weather alerts and detailed forecasts for US locations using the National Weather Service API.
    80
    GPL 3.0