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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
  • F
    license
    A
    quality
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    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
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    A
    quality
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    Enables agents to verify postal addresses, email addresses, and phone numbers against Melissa's Global Verification APIs before acting on the data, including batch verification and a per-session call budget to prevent runaway costs.
    4
  • A
    license
    A
    quality
    A
    maintenance
    Read-only access to a self-hosted GeoLens geospatial catalog: dataset search, schemas, GeoJSON features, saved maps, and sandboxed read-only SQL over PostGIS.
    6
    217
    Apache 2.0
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    license
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    Enables restaurant discovery and availability checking on Tock via Claude, allowing users to list cities, search restaurants, and get venue details and bookable experiences.
    8
    413
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to perform due diligence on Irish properties by querying public datasets for planning applications, sold prices, flood risk, radon risk, and zoning.
    1
    217
    7
    MIT
  • F
    license
    A
    quality
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    MCP server that provides AI assistants access to Oklahoma Corporation Commission public GIS datasets, enabling dataset search, layer metadata retrieval, and attribute/spatial queries on ArcGIS Hub data.
    4
  • A
    license
    A
    quality
    B
    maintenance
    Thirteen read-only Google Maps Platform tools for an agent: where a place is, what is around it, how long it takes to get there, and what the conditions are when it arrives.
    13
    MIT
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    license
    A
    quality
    D
    maintenance
    Geospatial API tools for AI agents — geocoding, reverse geocoding, routing, isochrone, distance matrix, static maps, H3 hexagons, elevation, GPS map-matching, point-in-polygon, address normalisation, timezone lookup, and batch geocoding. Built on OpenStreetMap infrastructure. Cost-effective alternative to Google Maps API.
    18
    37
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to create persistent, shareable travel trip links by turning a list of legs into a URL that displays the trip on a private map. Supports detailed leg information such as mode, date, note, travelers, and lodging.
    1
    51
    MIT
  • F
    license
    A
    quality
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    maintenance
    An MCP server for ordering tea from Licas Tea, allowing AI to find stores, view menus, build orders, and estimate prices in conversation. Currently read-only: no real orders or payments.
    4
  • A
    license
    A
    quality
    B
    maintenance
    Provides read-only access to structured Japanese railway data, enabling station searches without an API key and live Shinkansen timetable, fare, seat class, and stop queries with an Ekispert API key.
    7
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server that exposes APRS-IS network tools to LLM agents, enabling sending APRS messages, querying positions, finding nearby stations, and listening to live packet streams.
    5
    MIT
  • F
    license
    A
    quality
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    maintenance
    MCP server for searching treks (hiking, mountain biking, horse riding, snowshoeing, etc.) on a GeoTrek instance via its public API, with geocoding via Nominatim. Exposes tools to search treks by duration, elevation, regulation labels, activity type, and proximity to a place or coordinates.
    3