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  • A
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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
  • A
    license
    A
    quality
    B
    maintenance
    HeatShield MCP server enables AI assistants with real-time spatial reasoning for urban heat wave safety. It provides tools for geocoding, weather/heat risk, air quality, finding cooling spots, and heat safety advice.
    6
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Search Apple Maps for businesses with Apple ratings and aggregated Yelp and TripAdvisor reviews. Useful for lead generation, restaurant research, and competitive analysis.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides access to Yelp's business database for searching local businesses, retrieving detailed ratings and reviews, and performing market research through business counts. It enables users to look up businesses by location, category, or phone number using the Yelp Fusion API.
    1
    -
  • F
    license
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    quality
    B
    maintenance
    A local GeoGuessr-for-real-life: reads EXIF GPS and reasons over visual clues using a local uncensored vision-language model + a reasoning model — no cloud, no API keys, nothing uploaded.
    1
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables fetching a Google Maps contributor's review history as structured JSON, including reviewer profile and place details, for reputation research, reviewer vetting, and fraud detection.
    -
  • A
    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
    B
    quality
    B
    maintenance
    Connect your AI assistant to real-time maritime data. Access vessel tracking, port activity, and maritime safety information through natural language.
    19
    85
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A read-only MCP server that gives AI agents accurate current time, timezone conversions, DST transitions, and city lookups using live IANA timezone data, with cited sources.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    UK address (Royal Mail PAF), email, and phone (live HLR carrier) validation via the Postio API. Six tools: address search, postcode lookup, UDPRN, email validate, phone validate, and a health probe.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides IP address geolocation and lookup via ip-api.com, no authentication required for basic usage.
    13
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Home Services MCP by HireNimbus lets AI agents find, compare, and book verified local pros for handyman, renovation, HVAC, plumbing, electrical, and landscaping jobs in supported US metro markets.
    Apache 2.0
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables querying Google Maps and Places APIs for local businesses and tourist attractions in India through a simple MCP interface.
    4
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables web and local search capabilities using the Brave Search API, allowing users to perform general web searches and find local businesses with ratings, hours, and contact info.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables searching golf courses for free and retrieving premium data such as scorecards, GPS mappings, course details, and green slope images via a credit-based API with explicit spend confirmation.
    9
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables users to search for geographic locations and visualize them on an interactive 3D globe powered by CesiumJS and OpenStreetMap. It provides tools for geocoding addresses and rendering maps with specific bounding boxes through the Model Context Protocol.
    619
    MIT