Xweather Renewable MCP Server for Vercel AI SDK 12 tools — connect in under 2 minutes
The Vercel AI SDK is the TypeScript toolkit for building AI-powered applications. Connect Xweather Renewable through Vinkius and every tool is available as a typed function. ready for React Server Components, API routes, or any Node.js backend.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import { createMCPClient } from "@ai-sdk/mcp";
import { generateText } from "ai";
import { openai } from "@ai-sdk/openai";
async function main() {
const mcpClient = await createMCPClient({
transport: {
type: "http",
// Your Vinkius token. get it at cloud.vinkius.com
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
});
try {
const tools = await mcpClient.tools();
const { text } = await generateText({
model: openai("gpt-4o"),
tools,
prompt: "Using Xweather Renewable, list all available capabilities.",
});
console.log(text);
} finally {
await mcpClient.close();
}
}
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.
The Vercel AI SDK gives every Xweather Renewable tool full TypeScript type inference, IDE autocomplete, and compile-time error checking. Connect 12 tools through Vinkius and stream results progressively to React, Svelte, or Vue components. works on Edge Functions, Cloudflare Workers, and any Node.js runtime.
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 Vercel AI SDK 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 Vercel AI SDK via MCP
Follow these steps to integrate the Xweather Renewable MCP Server with Vercel AI SDK.
Install dependencies
Run npm install @ai-sdk/mcp ai @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the script
Save to agent.ts and run with npx tsx agent.ts
Explore tools
The SDK discovers 12 tools from Xweather Renewable and passes them to the LLM
Why Use Vercel AI SDK with the Xweather Renewable MCP Server
Vercel AI SDK provides unique advantages when paired with Xweather Renewable through the Model Context Protocol.
TypeScript-first: every MCP tool gets full type inference, IDE autocomplete, and compile-time error checking out of the box
Framework-agnostic core works with Next.js, Nuxt, SvelteKit, or any Node.js runtime. same Xweather Renewable integration everywhere
Built-in streaming UI primitives let you display Xweather Renewable tool results progressively in React, Svelte, or Vue components
Edge-compatible: the AI SDK runs on Vercel Edge Functions, Cloudflare Workers, and other edge runtimes for minimal latency
Xweather Renewable + Vercel AI SDK Use Cases
Practical scenarios where Vercel AI SDK combined with the Xweather Renewable MCP Server delivers measurable value.
AI-powered web apps: build dashboards that query Xweather Renewable in real-time and stream results to the UI with zero loading states
API backends: create serverless endpoints that orchestrate Xweather Renewable tools and return structured JSON responses to any frontend
Chatbots with tool use: embed Xweather Renewable capabilities into conversational interfaces with streaming responses and tool call visibility
Internal tools: build admin panels where team members interact with Xweather Renewable through natural language queries
Xweather Renewable MCP Tools for Vercel AI SDK (12)
These 12 tools become available when you connect Xweather Renewable to Vercel AI SDK 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 Vercel AI SDK
Ready-to-use prompts you can give your Vercel AI SDK 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 Vercel AI SDK
Common issues when connecting Xweather Renewable to Vercel AI SDK through the Vinkius, and how to resolve them.
createMCPClient is not a function
npm install @ai-sdk/mcpXweather Renewable + Vercel AI SDK FAQ
Common questions about integrating Xweather Renewable MCP Server with Vercel AI SDK.
How does the Vercel AI SDK connect to MCP servers?
createMCPClient from @ai-sdk/mcp and pass the server URL. The SDK discovers all tools and provides typed TypeScript interfaces for each one.Can I use MCP tools in Edge Functions?
Does it support streaming tool results?
useChat and streamText that handle tool calls and display results progressively in the UI.Connect Xweather Renewable with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Xweather Renewable to Vercel AI SDK
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.