Bring Meteorology
to LlamaIndex
Create your Vinkius account to connect Xweather Renewable to LlamaIndex and start using all 12 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Xweather Renewable MCP Server?
Connect to Vaisala Xweather API and bring professional-grade weather intelligence to any AI agent. Access current conditions, 15-day forecasts, solar irradiance data, wind measurements, and renewable energy farm power output data for site assessment and operational optimization.
What you can do
- Current Conditions — Get real-time temperature, humidity, wind, pressure, and solar radiation for any global location
- Weather Forecasts — Access up to 15-day detailed forecasts with day/night periods for planning renewable energy operations
- Solar Irradiance — Retrieve historical solar irradiance measurements (GHI, DNI, DHI) for PV site assessment
- Wind Data — Get detailed wind speed, direction, and gust measurements for wind farm evaluation
- Energy Farm Output — Access estimated and forecasted power output for wind and solar energy sites in US/Canada
- Historical Observations — Query archived weather data for model validation and trend analysis
- Location Search — Find weather stations and places by name or coordinates
- Weather Alerts — Monitor severe weather warnings to protect renewable energy assets
- Extended Forecasts — Get 15-day outlooks for long-term maintenance and production planning
How it works
- Subscribe to this server
- Enter your Xweather Client ID and Client Secret (requires Xweather Flex subscription)
- Start querying weather and renewable energy data from Claude, Cursor, or any MCP-compatible client
Your AI becomes a weather analyst, helping you assess sites, forecast production, and make data-driven renewable energy decisions.
Who is this for?
- Solar Developers — assess solar irradiance and resource quality for PV site selection and energy modeling
- Wind Developers — evaluate wind resource potential and production forecasts for turbine siting
- Energy Traders — integrate weather forecasts into energy trading models and production planning
- Grid Operators — monitor weather conditions and forecasts for grid balancing with renewable generation
- Researchers — access validated historical weather data for academic studies and model validation
- Asset Managers — track weather alerts and conditions to protect renewable energy infrastructure
Built-in capabilities (12)
Returns station details and current conditions. Find the closest weather station to geographic coordinates
Use city name, coordinates (lat,lon), or station ID. Get current weather conditions for a location
Useful for long-term renewable energy production planning and maintenance scheduling. Get extended 15-day weather forecast with day/night periods
Essential for validating renewable energy production models against historical weather patterns. Get historical weather observations for a location
Includes hourly energy generation forecasts up to 10 days ahead and recent 5-minute interval production estimates. Essential for energy trading, operational optimization, and regulatory compliance. Get renewable energy farm power output and production data
Critical for solar PV site assessment and energy yield validation. Get historical solar irradiance data for renewable energy assessment
Critical for renewable energy asset protection during severe weather events. Get weather alerts and advisories for a location
Essential for renewable energy production planning. Get weather forecast for a location (up to 15 days)
Shows actual observed data from weather stations. Get recent weather observations for a location
Quick overview for general weather awareness. Get a weather conditions summary for a location
Essential for wind farm site assessment, turbine performance analysis, and wind energy production forecasting. Get wind speed and direction data for renewable energy assessment
Returns place details including coordinates, elevation, and station metadata needed for other API queries. Search for places by name or query
Why LlamaIndex?
LlamaIndex agents combine Xweather Renewable tool responses with indexed documents for comprehensive, grounded answers. Connect 12 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
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Data-first architecture: LlamaIndex agents combine Xweather Renewable tool responses with indexed documents for comprehensive, grounded answers
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Query pipeline framework lets you chain Xweather Renewable tool calls with transformations, filters, and re-rankers in a typed pipeline
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Multi-source reasoning: agents can query Xweather Renewable, a vector store, and a SQL database in a single turn and synthesize results
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Observability integrations show exactly what Xweather Renewable tools were called, what data was returned, and how it influenced the final answer
Xweather Renewable in LlamaIndex
Why run Xweather Renewable with Vinkius?
The Xweather Renewable connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 12 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Xweather Renewable using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Xweather Renewable and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Xweather Renewable to LlamaIndex through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Xweather Renewable for LlamaIndex
Every request between LlamaIndex and Xweather Renewable is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
What weather and renewable energy data is available through the Xweather API?
The Xweather API provides: current conditions (temperature, humidity, wind, pressure, solar radiation), forecasts up to 15 days, historical weather observations, solar irradiance data (GHI, DNI, DHI) for PV assessment, wind speed/direction measurements, renewable energy farm power output data for US/Canada sites, weather alerts and advisories, and location search capabilities.
How do I get Xweather API credentials (Client ID and Client Secret)?
Visit https://www.xweather.com/ and sign up for an Xweather Flex subscription. Once your account is provisioned, navigate to your developer dashboard to create an application and obtain your Client ID and Client Secret. These credentials authenticate your API requests and are tied to your subscription plan. The Renewables Add-on is required for energy farm data access.
What location formats are supported for weather queries?
The API accepts multiple location formats: city names (e.g., 'Chicago,IL'), latitude/longitude coordinates (e.g., '41.88,-87.63'), weather station IDs, postal codes, and ICAO airport codes. You can also use the searchPlaces tool to find valid location identifiers or the getClosestStation tool to find the nearest weather station to any coordinates.
How far ahead can the Xweather forecast predict?
Xweather provides detailed weather forecasts up to 15 days ahead. Short-term forecasts (1-7 days) are the most accurate, with gradually decreasing accuracy for longer horizons. The forecast includes temperature, weather conditions, wind, precipitation, and solar radiation data — all essential for renewable energy production planning.
How does LlamaIndex connect to MCP servers?
Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
Can I combine MCP tools with vector stores?
Yes. LlamaIndex agents can query Xweather Renewable tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
Does LlamaIndex support async MCP calls?
Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.
BasicMCPClient not found
Install: pip install llama-index-tools-mcp
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