Xweather Renewable MCP Server for Mastra AI 12 tools — connect in under 2 minutes
Mastra AI is a TypeScript-native agent framework built for modern web stacks. Connect Xweather Renewable through Vinkius and Mastra agents discover all tools automatically. type-safe, streaming-ready, and deployable anywhere Node.js runs.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import { Agent } from "@mastra/core/agent";
import { createMCPClient } from "@mastra/mcp";
import { openai } from "@ai-sdk/openai";
async function main() {
// Your Vinkius token. get it at cloud.vinkius.com
const mcpClient = await createMCPClient({
servers: {
"xweather-renewable": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "Xweather Renewable Agent",
instructions:
"You help users interact with Xweather Renewable " +
"using 12 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with Xweather Renewable?"
);
console.log(result.text);
}
main();
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About 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.
Mastra's agent abstraction provides a clean separation between LLM logic and Xweather Renewable tool infrastructure. Connect 12 tools through Vinkius and use Mastra's built-in workflow engine to chain tool calls with conditional logic, retries, and parallel execution. deployable to any Node.js host in one command.
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
The Xweather Renewable MCP Server exposes 12 tools through the Vinkius. Connect it to Mastra AI in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Xweather Renewable to Mastra AI via MCP
Follow these steps to integrate the Xweather Renewable MCP Server with Mastra AI.
Install dependencies
Run npm install @mastra/core @mastra/mcp @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.ts and run with npx tsx agent.ts
Explore tools
Mastra discovers 12 tools from Xweather Renewable via MCP
Why Use Mastra AI with the Xweather Renewable MCP Server
Mastra AI provides unique advantages when paired with Xweather Renewable through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add Xweather Renewable without touching business code
Built-in workflow engine chains MCP tool calls with conditional logic, retries, and parallel execution for complex automation
TypeScript-native: full type inference for every Xweather Renewable tool response with IDE autocomplete and compile-time checks
One-command deployment to any Node.js host. Vercel, Railway, Fly.io, or your own infrastructure
Xweather Renewable + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the Xweather Renewable MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query Xweather Renewable, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed Xweather Renewable as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query Xweather Renewable on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using Xweather Renewable tools alongside other MCP servers
Xweather Renewable MCP Tools for Mastra AI (12)
These 12 tools become available when you connect Xweather Renewable to Mastra AI via MCP:
get_closest_weather_station
Returns station details and current conditions. Find the closest weather station to geographic coordinates
get_current_conditions
Use city name, coordinates (lat,lon), or station ID. Get current weather conditions for a location
get_extended_forecast
Useful for long-term renewable energy production planning and maintenance scheduling. Get extended 15-day weather forecast with day/night periods
get_historical_observations
Essential for validating renewable energy production models against historical weather patterns. Get historical weather observations for a location
get_renewable_energy_farm_data
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
get_solar_irradiance_data
Critical for solar PV site assessment and energy yield validation. Get historical solar irradiance data for renewable energy assessment
get_weather_alerts
Critical for renewable energy asset protection during severe weather events. Get weather alerts and advisories for a location
get_weather_forecast
Essential for renewable energy production planning. Get weather forecast for a location (up to 15 days)
get_weather_observations
Shows actual observed data from weather stations. Get recent weather observations for a location
get_weather_summary
Quick overview for general weather awareness. Get a weather conditions summary for a location
get_wind_data
Essential for wind farm site assessment, turbine performance analysis, and wind energy production forecasting. Get wind speed and direction data for renewable energy assessment
search_locations
Returns place details including coordinates, elevation, and station metadata needed for other API queries. Search for places by name or query
Example Prompts for Xweather Renewable in Mastra AI
Ready-to-use prompts you can give your Mastra AI agent to start working with Xweather Renewable immediately.
"What is the current weather and wind speed in Chicago?"
"Show me the 7-day weather forecast for a solar farm site at 35.0, -106.0."
"Get the solar irradiance data for my PV site at 34.05, -118.24 for last month."
Troubleshooting Xweather Renewable MCP Server with Mastra AI
Common issues when connecting Xweather Renewable to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpXweather Renewable + Mastra AI FAQ
Common questions about integrating Xweather Renewable MCP Server with Mastra AI.
How does Mastra AI connect to MCP servers?
MCPClient with the server URL and pass it to your agent. Mastra discovers all tools and makes them available with full TypeScript types.Can Mastra agents use tools from multiple servers?
Does Mastra support workflow orchestration?
Connect Xweather Renewable with your favorite client
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Data-aware AI agent framework for structured and unstructured sources.
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Connect Xweather Renewable to Mastra AI
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.