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118,435 servers. Updated
20 Best PDF MCP Servers: compared and ranked, November 2026Ranked from 2,251 matching servers on stars, growth, downloads and maintenance. Updated .

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  • F
    license
    Not graded
    quality
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    maintenance
    A simple MCP service that allows users to query weather conditions for cities worldwide through the Cursor AI assistant.
    1
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  • F
    license
    Not graded
    quality
    D
    maintenance
    An advanced Model Context Protocol server that integrates real-time weather data, local file system navigation, and geographic information with AI-powered analysis tools. It enables users to perform complex data evaluations and manage files while accessing live climatic and demographic data through compatible MCP clients.
    1
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  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server implementation that allows users to fetch and display weather information for specified cities, including temperature, humidity, wind speed, and weather descriptions.
    1
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  • A
    license
    A
    quality
    D
    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
    A
    quality
    F
    maintenance
    Provides authoritative astronomical data including moon phases, solar eclipses, and sun/moon rise and set times using the US Navy API or offline Skyfield calculations. It enables users to query Earth's seasons and celestial events for any location and date.
    8
    1
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Provides AI assistants with access to real-time space weather data and forecasts from NOAA's Space Weather Prediction Center, enabling queries and interpretations of geomagnetic storms, solar flares, and related indices.
    7
    1
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Enables Claude Desktop and Claude Code to query Taiwan weather data, including 36-hour forecasts, active weather warnings, and recent felt earthquakes, with fuzzy matching for city names.
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables agents to answer whether it's a good day to go up, hike, or take the cable car, and to rank the best day in the seven-day forecast using live weather, summit conditions, cable car status, and hours. It adds freshness warnings, out-of-forecast handling, clear errors, and an eval suite for validating agent tool use.
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server for US electricity demand and weather data that provides tools, resources, and prompts to query hourly demand, daily demand, peak demand, and demand vs temperature across regions, all running locally with a bundled SQLite database.
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to look up live US river stage, streamflow and water temperature from USGS gauges, along with NWS flood stages, current flood category and crest forecasts, plus daily history and nearby-gauge searches by place or coordinates. Needs no API key and runs hosted or locally.
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides Open-Meteo weather tools that return both structured forecast data for the model and a weather card (image link or text) for the user, plus geocoding of place names to coordinates. Requires no API key and works over stdio or streamable HTTP.
    2
    Mozilla Public 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to resolve place names into coordinates and fetch current conditions and multi-day or hourly forecasts, with units, local timezones, and WMO weather descriptions, without requiring an API key.
    3
    123 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to query hyperlocal urban heat data for US locations, including street-level heatmaps, environmental parameters, satellite/street-view segmentation, and heat intelligence reports.
    12
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to check whether a beach suits a beach day or a surf session today or up to six days ahead, using Open-Meteo weather and marine forecasts scored by deterministic, documented rules. It exposes tools for raw hourly forecast data, suitability scores and verdicts by activity and skill level, and finding the best multi-hour window within a day.
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides real-time access to Swedish road weather, traffic cameras, road conditions, and traffic flow data from Trafikverket (Swedish Transport Administration). Enables users to query weather stations, cameras, traffic situations, and flow data through natural language.
    10
    MIT