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    Enables AI assistants to search local businesses in the Western Cape by category, town or name, read menus and price lists, and view public business details. Users can also start a quote, booking or order request that they finish in WRDO.
    MIT
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    Exposes 17 typed tools over stdio JSON-RPC so LLM agents can run multi-hop reconnaissance against a local store of 71 live public intelligence feeds — querying regions, searching events, profiling countries, looking up IPs, CVEs and sanctions, finding nearby aircraft or quakes, and compressing selections into token-budgeted digests.
    MIT
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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
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    1
    MIT
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    Enables users to check weather conditions using Open-Meteo's free API with GitHub OAuth authentication and personalized location management. Users can save custom location labels (like 'home' or 'office') and query weather using these convenient shortcuts.
    13 npm
    11
    MIT
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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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    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
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    Enables intelligent monitoring and management of Zoom rooms across multiple sites using smart location resolution and hierarchical discovery. It provides tools for checking room status, retrieving location hierarchies, and accessing detailed room configurations through the Zoom API.
    5
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    Enables on-demand weather queries for up to three named locations via Open-Meteo, supporting current conditions, forecasts, rain probability, and conversational location management in English or Japanese.
    6
    MIT
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    Drive Esri's ArcGIS Pro from an AI agent — the ArcGIS Pro counterpart to QGIS MCP. A headless ArcPy CLI plus an in-process .NET 8 add-in that exposes the live Pro session as MCP tools (ping, zoom_to, query, run_gp, export_layout) so an agent drives the running project while you watch.
    6
    72
    PolyForm Noncommercial 1.0.0
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    Enables Claude Desktop to view and interact with the currently open QGIS project, including layers, styling, selections, Processing algorithms, attribute editing, and geocoding, all running locally.
    10
    GPL 2.0
  • F
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    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
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    Enables AI assistants to interact with Mapbox developer APIs for style management, token management, and local processing tasks like GeoJSON preview and coordinate conversion.
    23
    1,868 npm
    62
    MIT
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    Provides seamless access to TomTom's location services including search, routing, traffic and static maps data, enabling easy integration of precise geolocation data into AI workflows and development environments.
    17
    439 npm
    59
    Apache 2.0
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    Provides access to real-time and historical flight data from Flightradar24 API, enabling users to track live aircraft positions, query flight histories, and retrieve comprehensive aviation information including aircraft, airline, and airport details.
    15
    7 npm
    MIT
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    Full-spectrum GEOINT server with 171 tools covering satellite imagery, aircraft tracking, maritime surveillance, military intelligence, conflict monitoring, environmental analysis, critical infrastructure, sanctions compliance, and cyber-geo intelligence from open-source data.
    100
    196 npm
    9
    MIT
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    QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control QGIS for project creation, layer loading, code execution, and more.
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    Connects QGIS to any MCP-speaking AI client so the agent can drive QGIS directly through 125 tools for layer management, feature editing, processing algorithms, map rendering, styling, layouts and atlases, cross-layer SQL, plugin development, and system management. A companion QGIS plugin listens over a local socket, letting agents list instances, run long processing jobs in the background, and write results back into the active project.
    125
    GPL 2.0
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    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
    24 PyPI
    MIT
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    Live aircraft and ship positions for an agent, by circle or polygon, with the feeds that reported each contact and how old each fix is. Runs against your own self-hosted Velocity instance, no API keys.
    94
    11 npm
    155
    AGPL 3.0
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    Enables AI agents to interact with the Planet API for satellite imagery ordering, subscriptions, and data management through natural language.
    18
    Apache 2.0
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    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.
    131 npm
    MIT
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    It enables AI clients to discover nearby users, posts, attractions, and check-in campaigns, and to search social content. It also supports account and relationship management plus server-confirmed publishing, replies, likes, favorites, and digital-human creation with a 24-hour undo.
    MIT