weather-mcp-server
MCP ServerFreeMCP server: weather-mcp-server
Capabilities5 decomposed
real-time weather data retrieval
Medium confidenceThis capability allows the server to fetch real-time weather data from multiple external APIs using a unified model-context-protocol (MCP). It employs a modular architecture that enables seamless integration with various weather data providers, ensuring that users can access the most accurate and up-to-date information. The server can handle multiple requests concurrently, optimizing for performance and reliability.
Utilizes a flexible MCP architecture to allow easy swapping of weather data providers without code changes, enhancing adaptability.
More flexible than static weather APIs, as it can switch providers based on availability or performance.
historical weather data analysis
Medium confidenceThis capability allows users to query and analyze historical weather data stored within the server. It uses a time-series database to efficiently store and retrieve past weather metrics, enabling users to perform complex queries and generate insights over specified time frames. The architecture supports aggregation and filtering, making it easy to derive trends and patterns.
Employs a time-series database optimized for weather data, allowing efficient querying and analysis of historical records.
More efficient than traditional databases for time-series data, enabling faster queries and better performance.
weather alert notifications
Medium confidenceThis capability enables the server to send notifications to users based on specific weather conditions, such as severe weather alerts or significant changes in forecast. It uses a subscription model where users can register for alerts based on their preferences, and the server checks for updates at regular intervals, sending notifications via webhooks or email. This proactive approach enhances user engagement and safety.
Incorporates a subscription-based notification system that allows users to customize their alert preferences, enhancing user experience.
More customizable than standard alert systems, allowing users to define specific conditions for notifications.
multi-provider weather data aggregation
Medium confidenceThis capability aggregates weather data from multiple providers into a single response, allowing users to compare data points easily. It utilizes a caching layer to store recent responses and reduce API calls, ensuring faster response times. The aggregation logic is designed to handle discrepancies between providers, providing a unified view of weather metrics.
Features a caching layer that minimizes redundant API calls while ensuring data accuracy through intelligent aggregation logic.
More efficient than single-provider systems, as it provides a broader perspective on weather conditions.
customizable weather data endpoints
Medium confidenceThis capability allows developers to create custom endpoints for specific weather data queries, tailored to their application's needs. It employs a dynamic routing system that maps user-defined queries to appropriate data sources, enabling flexibility in data retrieval. This design empowers developers to optimize their applications without altering the core server logic.
Utilizes a dynamic routing system that allows developers to define custom queries without modifying the server's core functionality, enhancing flexibility.
More adaptable than static APIs, as it allows for tailored data retrieval based on specific application needs.
Capabilities are decomposed by AI analysis. Each maps to specific user intents and improves with match feedback.
Related Artifactssharing capabilities
Artifacts that share capabilities with weather-mcp-server, ranked by overlap. Discovered automatically through the match graph.
Weather Information Server
Provide real-time weather data and forecasts to your applications. Enable agents to query current weather conditions and related information seamlessly. Enhance your projects with accurate and up-to-date meteorological data.
Weather MCP Server
Provide real-time weather information and forecasts to your applications. Enable seamless integration of weather data into your workflows and tools. Enhance decision-making with accurate and up-to-date meteorological data.
weather-mcp-server
MCP server: weather-mcp-server
Zuplo Weather
Get real-time US weather alerts, forecasts, radar data, and aviation reports from the National Weather Service. Query alerts by area or zone, retrieve gridpoint forecasts and observations, and access TAFs, SIGMETs/AIRMETs, products, and station details. Build automations and dashboards that monitor
Weather
Get up-to-date forecasts and US severe weather alerts. Check conditions for any location to plan commutes, trips, and outdoor activities. Stay ahead of storms with timely, localized insights.
Hello Weather
Greet people by name and check local forecasts and weather alerts across the U.S. Switch to a playful pirate voice for fun interactions. Generate ready-to-use greeting prompts and explore the 'Hello, World' origin story.
Best For
- ✓developers building applications that require real-time weather information
- ✓data analysts and researchers studying weather patterns
- ✓users who need timely updates about weather changes
- ✓developers needing comprehensive weather data for applications
- ✓developers building specialized weather applications
Known Limitations
- ⚠Dependent on the availability of external weather APIs; if an API is down, data retrieval fails.
- ⚠Limited to the historical data that has been collected and stored; may not cover all regions.
- ⚠Requires users to opt-in for notifications; if not subscribed, they will miss alerts.
- ⚠Aggregation may introduce slight delays due to multiple API calls; discrepancies between providers can occur.
- ⚠Custom endpoints require additional configuration and may introduce complexity for users unfamiliar with the system.
Requirements
Input / Output
UnfragileRank
UnfragileRank is computed from adoption signals, documentation quality, ecosystem connectivity, match graph feedback, and freshness. No artifact can pay for a higher rank.
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MCP server: weather-mcp-server
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