weather-mcp-server
MCP ServerFreeMCP server: weather-mcp-server
Capabilities3 decomposed
real-time weather data retrieval
Medium confidenceThis capability allows the server to fetch real-time weather data from multiple external APIs using a modular integration approach. It employs a plugin architecture that enables seamless addition of new weather data sources without altering the core functionality, ensuring flexibility and scalability. The server can aggregate data from various providers and format it into a unified response for clients.
Utilizes a modular plugin system for integrating various weather APIs, allowing for easy updates and new source additions without downtime.
More flexible than static weather APIs, as it can dynamically adapt to new data sources.
weather data aggregation and formatting
Medium confidenceThis capability aggregates weather data from multiple sources and formats it into a consistent structure for easy consumption by clients. It uses a data transformation layer that standardizes the output, ensuring that regardless of the source, the data adheres to a predefined schema. This allows developers to work with a uniform data model, simplifying integration into applications.
Employs a transformation layer that standardizes data from various APIs, ensuring a consistent output schema for developers.
More reliable than single-source APIs, as it provides a unified view from multiple weather data providers.
contextual weather query handling
Medium confidenceThis capability enables the server to interpret and respond to natural language weather queries by leveraging NLP techniques. It uses a context-aware processing engine that can understand user intents and extract relevant parameters, such as location and date, from the queries. This allows for more intuitive interactions with the server, making it easier for users to obtain the information they need.
Incorporates a context-aware NLP engine that enhances the understanding of user queries, allowing for more natural interactions.
More intuitive than traditional query systems, as it can handle natural language inputs effectively.
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
MCP server: weather-mcp-server
mcp-testweather
MCP server: mcp-testweather
testweather
MCP server: testweather
彩云天气
查询实时天气数据、降水预报和天气预警信息。获取准确的天气信息，帮助您做出更好的出行和活动决策。支持多种语言和单位制选择，满足不同用户的需求。
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.
Best For
- ✓developers building applications that require up-to-date weather information
- ✓developers needing consistent weather data formats for their applications
- ✓end-users or developers creating user-friendly weather applications
Known Limitations
- ⚠Dependent on the availability and response time of external weather APIs
- ⚠Rate limits may apply based on the chosen data sources
- ⚠Transformation logic may introduce slight delays in data retrieval
- ⚠Limited to the data fields provided by the APIs
- ⚠NLP accuracy may vary based on query complexity
- ⚠Limited to predefined intents and entities
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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