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  • F
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    Provides read-only query tools over OpenStreetMap data in PostGIS, enabling natural language queries for features, categories, and spatial analysis.
    7
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  • A
    license
    A
    quality
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    Search for local businesses worldwide. Structured data optimized for AI agents. • Search Millions of businesses over 49 countries (Europe, Northamerica, Southamerica, Asia, Oceania) • Quality & demand scoring for every business • Ranking based on real user click-through data • No API key needed, free access • Rate limit: 500 requests/hour per IP
    6
    1
    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%
    18 PyPI
    4
    AGPL 3.0
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    Enables a local Grok Bot to talk to the unofficial MySubaru API over stdio, supporting vehicle status, locate, tire pressure, fuel, odometer, climate presets, and explicit lock/unlock/remote start actions without exposing secrets.
    1
    MIT
  • F
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    quality
    D
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    Provides real-time access to Israeli emergency alerts from the official Pikud Haoref (Home Front Command) API. Enables AI assistants to check current alerts, retrieve alert history with intelligent city filtering, and monitor emergency notifications including rocket alerts, aerial intrusions, and earthquakes.
    5
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  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    Search for local businesses worldwide. Structured data optimized for AI agents. • Search Millions of businesses over 49 countries (Europe, Northamerica, Southamerica, Asia, Oceania) • Quality & demand scoring for every business • Ranking based on real user click-through data • No API key needed, free access • Rate limit: 500 requests/hour per IP
    -
  • A
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    quality
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    maintenance
    Enables to interact with Felt maps programmatically through an MCP server. Supports listing, retrieving details, and creating maps with natural language.
    4
    MIT
  • F
    license
    A
    quality
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    maintenance
    A local job-hunting MCP server for discovering jobs across pluggable web sources, tracking applications through a status lifecycle, and managing profiles/resumes, with geo/map-region search.
    12
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    Enables natural language interaction with a GeoServer instance for managing workspaces, datastores, feature types, layers, styles, and OGC services (WMS/WFS) via an LLM-powered agent.
    1
    MIT
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    Enables AI agents to report incidents to the Bilbao City Council (MeJora Bilbao / Bilbo Hobetuz) by listing categories, looking up streets, reviewing existing reports, and creating new ones — including generating a report directly from a geolocated photo. Drafts are dry-run by default and real submissions require explicit human confirmation.
    12
    344 npm
    1
    AGPL 3.0
  • A
    license
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    quality
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    Enables AI agents to report street incidents to Valencia City Council by listing categories, geocoding streets, checking existing reports, and creating nuevos avisos from text or photos with human-confirmed previews. Supports stdio and HTTP transports, with identity and device registration handled locally.
    11
    336 npm
    1
    AGPL 3.0
  • F
    license
    B
    quality
    B
    maintenance
    A Python MCP server for discovering and analyzing Sentinel-2 L2A imagery, enabling AI agents to search scenes, check quality, and compute spectral indices like NDVI, NDWI, and NBR from remote COG windows.
    4
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