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    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
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    license
    A
    quality
    D
    maintenance
    Provides comprehensive geospatial analysis capabilities through Turf.js, enabling spatial measurements, geometric operations, coordinate transformations, and geographic data processing. Supports over 100 geospatial functions including distance calculations, spatial relationships, buffer operations, and grid generation.
    100
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables Claude Desktop to view and interact with the currently open QGIS project, including layers, styling, selections, Processing algorithms, attribute editing, and geocoding, all running locally.
    10
    GPL 2.0
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    license
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    quality
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    A Model Context Protocol (MCP) based geographic processing server that provides spatial analysis functions including coordinate system conversions, distance calculations, and area calculations.
    3
    15 npm
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to interact with Mapbox developer APIs for style management, token management, and local processing tasks like GeoJSON preview and coordinate conversion.
    23
    241 npm
    60
    MIT
  • A
    license
    A
    quality
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    maintenance
    Connect QGIS to Claude AI through the Model Context Protocol (MCP), enabling Claude to directly control QGIS — manage layers, edit features, run processing algorithms, render maps, and more.
    100
    1
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    A Model Context Protocol server that provides Google Maps API integration, allowing users to search locations, get place details, geocode addresses, calculate distances, obtain directions, and retrieve elevation data through LLM processing capabilities.
    7
    3,246 npm
    459
    MIT
  • A
    license
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    quality
    F
    maintenance
    Provides geocoding, reverse geocoding, location lookup, and DigiPin processing capabilities using the QuantaRoute API, enabling AI assistants to convert addresses to coordinates and retrieve administrative boundaries.
    13
    18 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Connects AI assistants (Claude, Cursor, etc.) to QGIS 4.x via MCP, enabling natural language-driven GIS workflows through 37+ tools, including data loading, processing, and spatial analysis.
    GPL 2.0
  • A
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    Not graded
    quality
    B
    maintenance
    An MCP-native enterprise operations platform that unifies team management, product catalog, order processing, knowledge base, location intelligence, analytics, and DevOps monitoring into a single server accessible from any MCP-compatible AI agent.
    8 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to perform geospatial analysis, spatial data processing, vector and raster operations, coordinate transformations, spatial statistics, mapping, and access to climate, satellite, and other geospatial data through MCP-compatible clients.
    MIT
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    license
    Not graded
    quality
    C
    maintenance
    Enables geocoding and reverse geocoding of addresses, including batch processing up to 10,000 addresses and optional data fields such as congressional district, census/FIPS, timezone, and demographics.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables weather data retrieval and visualization with support for geocoding, multi-day forecasts, historical weather queries, and natural language processing through LangChain integration. Supports both current and historical weather data with interactive charts and multiple language support.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables spatial analysis of large remote GeoParquet files directly from object storage without downloading or importing data, using DuckDB's predicate and projection pushdown to answer queries efficiently.
    8
    2
    MIT