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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%
    17 PyPI
    4
    AGPL 3.0
  • A
    license
    A
    quality
    C
    maintenance
    A French administration MCP server that enables AI agents to access official public data including communes, geocoding, property risks, and energy performance certificates (DPE) for real estate evaluation.
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    UK planning application data for AI agents. Search, look up, and geo-query every UK planning application from Claude, Cursor, or any MCP client — conversationally.
    4
    49 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables interaction with the Strava API v3 to manage fitness activities, athlete profiles, segments, and routes. It supports retrieving detailed performance metrics, exploring geographic data, and managing club information through natural language.
    110 npm
    ISC
  • F
    license
    B
    quality
    D
    maintenance
    A server application that provides PostGIS database connection using Model Context Protocol (MCP), enabling spatial database functionality through natural language interactions.
    22
    18
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Lets MCP clients inspect and manipulate the project open in the desktop application, including layers, geoprocessing, styles, and map/layout exports, all through tools that run inside the live QGIS session.
    -
  • F
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    maintenance
    Provides traffic prediction and route optimization tools that consume a REST API to get traffic station data, predict Speed Performance Index using LSTM models, and suggest optimal routes between stations using Dijkstra's algorithm.
    -
  • F
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    maintenance
    Provides access to performance and festival information across South Korea using the KOPIS (Korea Performance Information System) API. Supports multiple platform integrations including KakaoTalk and web APIs through a modular adapter architecture.
    -
  • A
    license
    A
    quality
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    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
  • A
    license
    A
    quality
    D
    maintenance
    Turn GPS coordinates into place name, category, and live opening hours via OpenStreetMap. Works in Claude, Hermes Agent, OpenClaw, and any MCP client.
    1
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to answer civic questions about Virginia state, county, and municipal public data, including zoning, parcel, boundary, and Code of Virginia lookups, with provenance on every answer.
    5
    1
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server for the iNavi Maps API that gives AI assistants iNavi Maps API specifications and ready-to-use HTML templates for interactive map visualizations (geocoding, POI search, route planning).
    6
    280 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol server that provides LLM Agents with a comprehensive toolset for IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.
    5
    758 npm
    18
    Apache 2.0
  • F
    license
    A
    quality
    C
    maintenance
    Enables users to draw GIS geometry on an interactive map and get clean, validated GeoJSON to hand off to other GIS MCP servers such as FEMA flood screening and USGS hydrography.
    3
    -
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that enables finding and qualifying local business leads through the Google Maps Places API, with tools for searching businesses, fetching details, and sweeping areas for coverage.
    3
    6 npm
    AGPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    Provides live California road conditions, route planning, and an AI assistant over MCP, enabling natural-language queries about traffic, closures, chain controls, and more.
    10
    4
    MIT