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    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
    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
    Apache 2.0
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    Enables AI assistants to answer DFW civic and property questions using official data sources without API keys.
    9
    151
    2
    Apache 2.0
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    Enables AI assistants to answer questions about Japan's railway network with accurate track-connection data, including station neighbors and local subgraphs for all 9,043 stations nationwide.
    2
    MIT
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    Enables AI assistants to answer real-world weather questions using live Open-Meteo data, with tools for current conditions, umbrella reasoning, outdoor suitability, and city comparisons.
    MIT
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    D
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    Provides programmatic access to official German Bundestag parliamentary data, enabling LLMs to answer questions about legislation, voting records, and members.
    1
    MIT
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    Enables assistants to directly query a large community archive, including user activity, thread development, and front-page history over decades. It provides read-only access to answer questions about who is most active and how the community has changed.
    MIT
  • F
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    This MCP server provides weather tools for current conditions, forecasts, and travel recommendations using the National Weather Service API, enabling agents to answer weather-related questions.
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  • F
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    Exposes historical hourly weather data (temperature, humidity, wind chill, cloud cover) via the free Open-Meteo API, requiring no API key, and lets Claude answer questions about past weather conditions.
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  • F
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    MCP server for querying Seoul's official air quality data, including real-time and hourly measurements by district. Enables AI assistants to answer questions about fine dust and air pollution using public data from Seoul Open Data Plaza.
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  • F
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    Provides real-time weather data via 12 tools (current weather, forecasts, air quality, umbrella advice, etc.) using Open-Meteo and FastMCP, enabling LLMs to answer weather-related queries.
    1
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  • F
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    maintenance
    Enables AI assistants to answer plain-language questions about world economics—GDP, population, GDP per capita, regional totals, currency conversion, and rankings—using live public data sources with fully traceable reconciliation and exclusions.
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  • F
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    Enables AI agents to answer questions about Japanese long-term care supply and demand, such as whether a municipality has enough special nursing homes, using public data.
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  • A
    license
    A
    quality
    A
    maintenance
    Source-backed hardware end-of-life (EOL/EOSL) lookups by part number for enterprise gear — support status, end-of-sale and end-of-support dates, with the vendor's own bulletin URL on every answer. Unknown parts return found:false, never a guess.
    6
    5
    1
    Apache 2.0
  • A
    license
    A
    quality
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    maintenance
    Ask Claude "What's the unemployment rate in NSW?" and get a real answer. Wraps the Australian Bureau of Statistics API with plain-English tools and curated mappings for 10 economic indicators (unemployment, inflation, wages, GDP, housing, population).
    7
    MIT
  • F
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    quality
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    Enables AI assistants to answer healthcare REIT portfolio questions with deterministic, provable answers grounded in Omega Healthcare 10-K filings and CMS nursing home data, including status, caveats, and provenance.
    9
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