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    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
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    license
    A
    quality
    B
    maintenance
    An MCP server that exposes a verify_place tool for verifying places via Google Places API, along with a rubric resource and classify_post prompt for grounding-based classification tasks.
    1
    Apache 2.0
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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
    26
    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
    1,907
    60
    MIT
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    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
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    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
    863
    441
    MIT
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    license
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    quality
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    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
    55
    MIT
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    license
    B
    quality
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    maintenance
    MCP server for managing event spaces, hotels, and party venues in Saga Prefecture, Japan. Enables searching, creating, updating, and deleting venues, announcements, release notes, and performing administrative tasks via natural language.
    36
    13
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A geospatial MCP server that provides tools for geocoding, routing, elevation profiles, and spatial analysis. It enables AI agents to process GIS file formats like GeoJSON and Shapefiles while performing complex coordinate transformations and distance calculations.
    4
    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.
    29
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    An experimental MCP server providing spatial context for LLMs by interfacing with French Geoplateforme services. It enables tasks such as geocoding, altitude lookups, and querying administrative, cadastral, or urban planning data.
    12
    4
    MIT
  • A
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    quality
    D
    maintenance
    Enables deploying an Earth Engine MCP server in Docker, integrating with Claude Desktop to perform geospatial analysis using 11 Earth Engine tools for tasks like wildfire risk, flood risk, and agricultural monitoring.
    20
    1
    MIT