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    Enables querying and searching for real estate listings, complexes, prices, and school information from Naver Land (Korean real estate platform) through a set of MCP tools. Supports region hierarchy navigation, coordinate-based search, and various trade types like sale, jeonse, and monthly rent.
    9
    2
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  • A
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    Enables natural language search and retrieval of data from Japan's Ministry of Land, Infrastructure, Transport and Tourism (MLIT) Data Platform, including location-based queries, attribute filtering, and data visualization capabilities.
    18
    MIT
  • A
    license
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    quality
    C
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    Enables AI assistants to look up live US river stage, streamflow and water temperature from USGS gauges, along with NWS flood stages, current flood category and crest forecasts, plus daily history and nearby-gauge searches by place or coordinates. Needs no API key and runs hosted or locally.
    4
    MIT
  • A
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    Access French geographic data from IGN (Institut national de l'information géographique et forestière) including cadastral parcels, agricultural land registry, protected natural areas, urban planning zones, and wine appellations through natural language queries.
    9
    13
    MIT
  • A
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    B
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    Enables users to resolve historical US land and jurisdiction questions: which county held a given spot on a specific date, where a federal land description (PLSS) falls on the ground, and which National Archives series and file hold the case behind a land patent. All lookups are read-only and can be used alongside archive-search tools to route records requests to the right office.
    9
    MIT
  • A
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    An MCP server that lets an AI agent run satellite land due-diligence through LandBenchmark. Its analyze_parcel tool takes a lat/lon or GeoJSON geometry and returns a green / caution / walk-away verdict with cited signals — flooding, slope, wildfire, road access, and more — for any parcel.
    1
    41 npm
    MIT
  • A
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    F
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    Enables AI assistants to assess any parcel for micro-farm viability (climate, water, farmland context, access, flood risk) and dwelling feasibility, and to find real land for sale from free, keyless public data sources.
    5
    1
    MIT
  • A
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    quality
    C
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    Gives AI assistants read-only, key-free access to Sentinel-2 NDVI time series, ESA WorldCover land-cover shares, and Copernicus 30 m elevation and slope for a point or small area, returning the scene IDs, units, and caveats behind every number. Built-in sanity checks and a verify tool recompute key values through an independent path so the assistant can flag cloudy, low-confidence, or mismatched results instead of guessing.
    6
    MIT
  • A
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    An MCP server that provides AI agents with geospatial analytics by querying Overture Maps data directly from S3, enabling place analytics, building composition, land use classification, and transportation analysis.
    13
    5
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to analyse rural land plots in Europe, returning computed figures and sources for checks such as flood risk, noise, sunlight, access, planning, and land-register data. It also supports managing saved plots, reports, folders, and listings.
    20
    MIT
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    B
    quality
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    Enables AI assistants to perform Brazilian geodesy and land-surveying calculations, including UTM conversions, SAD 69 ↔ SIRGAS 2000 datum transformations, RBMC station lookup, traverse adjustment, and drone GSD planning with tested code.
    9
    MIT
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    Enables access to GVA GIS (Generalitat Valenciana) geographic data through ArcGIS REST API, allowing queries, filtering, and exporting of land activity information in the Valencian Community.
    4
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI assistants to answer plain-language queries about official real estate data in Germany and Austria, covering cadastral parcels, zoning plans, land values, buildings, terrain, 3D models, aerial images, and property listings. Parcel and listing results link to map views with outlines, plans, buildings, and aerial imagery.
    MIT
  • A
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    Not graded
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    C
    maintenance
    Official MCP server for 1acre.in, enabling lookup of survey numbers, browsing cadastral data, and generating land-intelligence reports for India's verified land marketplace through MCP-compatible clients.
    MIT
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    MCP server for converting PLSS legal descriptions to GPS coordinates and vice versa, enabling AI agents to work with U.S. Public Land Survey System data.
    MIT
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    C
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    Enables AI agents to look up US and Canadian parcel records either by full address string or by lat/lon point, returning parcel number, owner, mailing address, land use, zoning, acreage, and boundary geometry. It can be run as a local stdio server or reached through a hosted gateway endpoint.
    201 npm
    MIT
  • A
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    C
    maintenance
    A Model Context Protocol server for retrieving land cover, soil type, and temporal land use data for any geographical coordinates using the National Land Cover Database and FAO soil classifications.
    MIT
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    Not graded
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    C
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    Enables querying the USGS National Map catalog for downloadable geospatial data such as elevation, topo maps, hydrography, land cover, structures, transportation, and boundaries via dataset, product search, and point-location tools.
    191 npm
    MIT
  • A
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    Enables a voice assistant to guide land buyers in Senegal and its diaspora through pre-purchase protection: concrete steps and documents to request for a given land status, common fraud warning signs, plain explanations of Senegalese land documents, and the nearest tax, Domains, town hall, prefecture and urban planning offices. All tools are read-only, returning voice-ready speech plus structured data, and never issue a verdict on a plot or a price.
    MIT
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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
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    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