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  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to book real-world advertising on venue e-paper screens by searching screens, quoting prices, uploading artwork, paying within spending limits, and retrieving proof-of-display reports. It also lets users earn commission by signing up venues as ambassadors, and lets venues manage hosted screens and withdraw earnings.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables discovery and querying of UK public data for infrastructure, geology, and preliminary ground investigations, including boreholes, environmental monitoring, planning, mapping, and traffic, plus cited desk studies and ground-investigation gap planning.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables users to check Google organic, map pack, and local finder positions for keywords across specified locations, returning per keyword/location rows with ratings, competitors, and rank changes. It runs searches from each location via Apify and can track history with a state key.
    1
    70 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    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
    A
    maintenance
    Live search of apartment rentals in any Romanian city or town across storia.ro, publi24.ro and lajumate.ro, with duplicates and sale ads removed. Reads each ad for heating type, parking and private owner, and filters by price, rooms and walking time to a place.
    4
    27 PyPI
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to search and read Divar classified ads across Iranian cities, covering homes, cars, phones and more, with price statistics, deal finding, fair-price appraisal, ad comparison and map browsing. It is read-only, needs no account or API key, and returns compact JSON with prices in Toman.
    8
    31
    107 PyPI
    1
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables querying real-time aircraft data from ADS-B Exchange using multiple query types such as callsign, registration, aircraft type, location, and more, via a FastMCP server with API key authentication.
    2
    -
  • A
    license
    A
    quality
    A
    maintenance
    Lets AI agents place GPS-anchored real-world billboards, deals, and AR/holographic messages at any latitude/longitude, generating or attaching artwork and then publishing it so nearby humans see it across iOS, Android, web maps, and Meta Quest simultaneously. It also exposes tools for checking API health, listing account deals, and searching public deals.
    11
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    SkyGlance is an MCP server that enables natural language queries about live aircraft overhead, flight tracking, aircraft identification, and personal sighting history using free ADS-B data.
    24
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to query live ADS-B flight data, including aircraft currently flying near a given latitude/longitude, individual airframes tracked by ICAO hex address or callsign, and military or government aircraft transmitting worldwide. Each tool returns real-time positions with altitude, ground speed, heading, and vertical rate rather than schedules.
    283 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfiltered ADS-B data sources, combined with official aircraft registry records. Unlike FlightRadar24, FlightAware, or Planefinder, FlightDB gives you unfiltered access to full flight histories with deep per-aircraft analytics you won't find elsewhere.
    1
    -
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to ask what aircraft are flying near a location, track a specific flight's live position, route, aircraft details and photo, and surface emergency-squawking or military aircraft. It exposes four tools (flights_near, track_flight, emergencies, military_aircraft) backed by merged volunteer ADS-B networks and a global snapshot.
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP clients and LLMs to compute Vedic astrology charts, including 47 ayanamsha modes, 20 divisional charts, Vimshottari dasha, transits, Panchanga, and related calculations from birth details. It also resolves places to timezone and coordinates and exposes configuration and server-status tools.
    AGPL 3.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    A real-time flight tracking interface for LLMs that connects AI assistants to live aircraft data from ADS-B Exchange, enabling searches by location, specific flight tracking, military aircraft monitoring, and aviation pattern discovery.
    4
    -
  • 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
  • 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
    B
    maintenance
    Stockholm public transport (SL) for AI assistants: live departures with platforms and delays, trip planning to stops or street addresses with exits, crowding and walks, and disruptions. No API key. Also hosted at https://sl-mcp.miltonlindblad.workers.dev/mcp
    4
    4
    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
    243 npm
    19
    Apache 2.0
  • F
    license
    A
    quality
    F
    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
    D
    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
    F
    maintenance
    Provides authoritative astronomical data including moon phases, solar eclipses, and sun/moon rise and set times using the US Navy API or offline Skyfield calculations. It enables users to query Earth's seasons and celestial events for any location and date.
    8
    1
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for Muovi, Argentina's local services marketplace. Enables discovery of verified service professionals, browsing services and cities, reading reviews, and generating deep-links for task creation.
    6
    123 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides weather forecasts and climate history via Open-Meteo, including daily and hourly outlooks, typical past weather for future trip dates, location disambiguation, and ranked recommendations for pleasant outdoor days.
    5
    MIT