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    SimBrief MCP Server brings flight planning data directly into your AI workspace. Access your SimBrief flight plans (OFP), retrieve real-time METAR weather reports for any airport, and fetch pilot information - all through natural conversation. Built for virtual pilots who want to streamline their pre-flight briefing workflow in Microsoft Flight Simulator, X-Plane, and other flight simulation platf
    14
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    MIT
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    B
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    Enables MCP-capable clients to query verified physical context through location sensing, operability checks, and domain listing, while preserving evidence provenance and explicitly reporting unavailable inputs.
    Apache 2.0
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    A cross-platform MCP server that provides weather forecasts by coordinates, location name, or IP address without requiring API keys. It leverages Open Meteo and OpenStreetMap to deliver fast, single-query weather lookups.
    MIT
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    Lets an agent register a site and a weather rule (e.g., gusts under 30 km/h and no precipitation for 3 h within 48 h) and returns immediately, so a background worker can watch the forecast on a budgeted cadence and POST a signed, verifiable webhook that resumes a durable workflow when the window appears or the deadline passes.
    Apache 2.0
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    Enables querying the Dutch KNMI Data Platform Open Data API for weather observations, radar precipitation, forecasts, and climate series, with tools to list datasets, inspect files, and obtain signed download URLs.
    4 npm
    MIT
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    Retrieves hourly average air quality data (PM10, PM2.5, ozone, NO2, CO, SO2) from Seoul's open data platform, filtered by station or district.
    MIT
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    Enables natural-language household planning by exposing 18 stateful tools that read a household profile and pantry, fetch live weather, plan meals under diet, allergy, time, and budget constraints, compute missing ingredients, and draft shopping lists and tasks — all pending explicit confirmation before any mutation is applied. Supports a full auditable workflow with real persistence, honest fallback behavior, and optional advisory AI and snapshot mirroring.
    MIT
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    Provides read-only access to Taiwan's Central Weather Administration (CWA) Open Data API, offering 36 tools across 7 categories including weather forecasts, observations, earthquakes, and astronomy.
    MIT